{"components":[{"slug":"context-dev","name":"Context.dev","summary":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","kind":"resource","homepage":"https://www.context.dev","repoUrl":"https://github.com/context-dot-dev/context-typescript-sdk","docsUrl":"https://docs.context.dev","publisher":"","hasMcp":true,"hasApi":true,"costRange":"unknown","composabilityRationale":"","functions":["crawl","search","connect","extract"],"functionProbabilities":[{"functionId":"crawl","value":0.8,"source":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md","method":"lexical","observedAt":"2026-09-23T00:00:00.000Z"},{"functionId":"search","value":0.8,"source":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md","method":"lexical","observedAt":"2026-09-23T00:00:00.000Z"},{"functionId":"connect","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md","method":"lexical","observedAt":"2026-09-23T00:00:00.000Z"},{"functionId":"extract","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md","method":"lexical","observedAt":"2026-09-23T00:00:00.000Z"}],"slices":[{"functionId":"crawl","label":"Crawl","note":"Context.dev (also @getcontextdev; 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Same kind and overlapping capability."},{"from":"world-monitor","to":"concentrate-ai","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"world-monitor","to":"google-workspace-cli","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"world-monitor","to":"mailcheap","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"world-monitor","to":"refero","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"world-monitor","to":"larasend","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"world-monitor","to":"rare-ui","kind":"alternative-to","note":"Shared functions connect. 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Grok pass was unavailable or incomplete. No usage metrics were observed.","signals":[],"functionProbabilities":[{"functionId":"code","value":0.8,"source":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"lexical","observedAt":"2026-10-17T08:35:32.651Z"},{"functionId":"memory","value":0.8,"source":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"lexical","observedAt":"2026-10-17T08:35:32.651Z"},{"functionId":"connect","value":0.72,"source":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"lexical","observedAt":"2026-10-17T08:35:32.651Z"},{"functionId":"deploy","value":0.72,"source":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"lexical","observedAt":"2026-10-17T08:35:32.651Z"},{"functionId":"evaluate","value":0.72,"source":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"lexical","observedAt":"2026-10-17T08:35:32.651Z"},{"functionId":"monitor","value":0.72,"source":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"lexical","observedAt":"2026-10-17T08:35:32.651Z"},{"functionId":"payment","value":0.72,"source":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"lexical","observedAt":"2026-10-17T08:35:32.651Z"}],"claimVerification":[{"key":"mcp","status":"unverified","asserted":"true","evidenceSource":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"fallback"},{"key":"api","status":"unverified","asserted":"true","evidenceSource":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"fallback"},{"key":"cost","status":"unverified","asserted":"usage","evidenceSource":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"fallback"},{"key":"license","status":"unverified","asserted":"","evidenceSource":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","method":"fallback"}],"tweets":[],"notes":[],"origin":"intake","createdAt":"2026-10-17T08:35:33.521Z","updatedAt":"2026-10-17T08:35:33.521Z","sources":[{"kind":"web","label":"executor","url":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","excerpt":"* Start Monitoring for Free\n* Sign In\n\n2026-08-04\n\n3071\n\n#ai\n\nIkeh Akinyemi\n\n214680\n\n116\n\n## See how LogRocket's Galileo AI surfaces the most severe issues for you\n\n### No signup required\n\nCheck it out\n\nFive dimensions separate AI agent san","at":"2026-10-17T08:35:33.521Z"}],"recordId":"cmp_comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","claims":{"name":"Comparing AI agent sandbox platforms: E2B, Modal, Daytona, and more","summary":"* Start Monitoring for Free","kind":"harness","publisher":"blog.logrocket.com","homepage":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","costRange":"usage","costNotes":"Cost range usage taken from intake evidence.","functions":["code","memory","connect","deploy","evaluate","monitor","payment"],"slices":[{"functionId":"code","label":"code","note":"Inferred from executor","cost":"Unknown"},{"functionId":"memory","label":"memory","note":"Inferred from executor","cost":"Unknown"},{"functionId":"connect","label":"connect","note":"Inferred from executor","cost":"Unknown"},{"functionId":"deploy","label":"deploy","note":"Inferred from executor","cost":"Unknown"},{"functionId":"evaluate","label":"evaluate","note":"Inferred from executor","cost":"Unknown"},{"functionId":"monitor","label":"monitor","note":"Inferred from executor","cost":"Unknown"},{"functionId":"payment","label":"payment","note":"Inferred from executor","cost":"Unknown"}],"interfaces":[{"kind":"mcp"},{"kind":"http"}],"composabilityRationale":"Heuristic from executor evidence. Grok pass was unavailable or incomplete. No usage metrics were observed."},"relations":[{"from":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","to":"agentmemory","kind":"fills-same-slot-as","note":"Shared functions code, connect, memory. Can fill the same function slot."},{"from":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","to":"ai-agent-sandbox-comparison-2026-seven-platforms","kind":"fills-same-slot-as","note":"Shared functions code, deploy, evaluate, memory. Can fill the same function slot."},{"from":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","to":"how-hopx-achieves-100ms-cold-starts","kind":"fills-same-slot-as","note":"Shared functions code, memory, monitor. Can fill the same function slot."},{"from":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","to":"executor","kind":"fills-same-slot-as","note":"Shared functions code, connect. Can fill the same function slot."},{"from":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","to":"paseo","kind":"fills-same-slot-as","note":"Shared functions code, monitor. Can fill the same function slot."},{"from":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","to":"world-monitor","kind":"fills-same-slot-as","note":"Shared functions connect, monitor. Can fill the same function slot."},{"from":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","to":"best-code-execution-sandbox-for-ai-agents-in-2026","kind":"fills-same-slot-as","note":"Shared functions code, deploy, memory. Can fill the same function slot."},{"from":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","to":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","kind":"fills-same-slot-as","note":"Shared functions code, memory, payment. Can fill the same function slot."}],"explain":{"score":13,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":1,"contribution":0.1,"why":"An MCP surface is declared. An API is declared. 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Freshness is omitted unless observed as a signal.","sources":[{"kind":"web","label":"executor","url":"https://blog.logrocket.com/comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","excerpt":"* Start Monitoring for Free\n* Sign In\n\n2026-08-04\n\n3071\n\n#ai\n\nIkeh Akinyemi\n\n214680\n\n116\n\n## See how LogRocket's Galileo AI surfaces the most severe issues for you\n\n### No signup required\n\nCheck it out\n\nFive dimensions separate AI agent san","at":"2026-10-17T08:35:33.521Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":13},{"slug":"monid-289f37","name":"Monid","summary":"Surfaces (same registry/balance claim): 1. Skill — one-liner set up https://monid.ai/SKILL.md (version 0.1.7) 2. Remote MCP — https://mcp.monid.ai/v1 3. CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows 4. HTTP API — https://api.monid.ai/v1/ (Bearer key) 5.","kind":"app","homepage":"https://monid.ai/","docsUrl":"https://monid.ai/docs","publisher":"","hasMcp":true,"hasApi":true,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[{"functionId":"connect","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-07-24-monid-agent-tool-marketplace.md","method":"lexical","observedAt":"2026-07-24T00:00:00.000Z"}],"slices":[{"functionId":"connect","label":"Connect","note":"Surfaces (same registry/balance claim): 1. Skill — one-liner set up https://monid.ai/SKILL.md (version 0.1.7) 2. Remote MCP — https://mcp.monid.ai/v1 3. CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows 4. HTTP API — https://api.monid.ai/v1/ (Bearer key) 5.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-24-monid-agent-tool-marketplace.md\nSurfaces (same registry/balance claim): 1. Skill — one-liner set up https://monid.ai/SKILL.md (version 0.1.7) 2. Remote MCP — https://mcp.monid.ai/v1 3. CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows 4. HTTP API — https://api.monid.ai/v1/ (Bearer key) 5.","at":"2026-07-24T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Remote MCP — https://mcp.monid.ai/v1","at":"2026-07-24T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows","at":"2026-07-24T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"HTTP API — https://api.monid.ai/v1/ (Bearer key)","at":"2026-07-24T00:00:00.000Z"}],"interfaces":[{"kind":"mcp"},{"kind":"cli"},{"kind":"http"}],"origin":"seed","notes":[],"createdAt":"2026-07-24T00:00:00.000Z","updatedAt":"2026-07-24T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_monid-289f37","claims":{"name":"Monid","summary":"Surfaces (same registry/balance claim): 1. Skill — one-liner set up https://monid.ai/SKILL.md (version 0.1.7) 2. Remote MCP — https://mcp.monid.ai/v1 3. CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows 4. HTTP API — https://api.monid.ai/v1/ (Bearer key) 5.","kind":"app","publisher":"","homepage":"https://monid.ai/","docsUrl":"https://monid.ai/docs","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"Surfaces (same registry/balance claim): 1. Skill — one-liner set up https://monid.ai/SKILL.md (version 0.1.7) 2. Remote MCP — https://mcp.monid.ai/v1 3. CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows 4. HTTP API — https://api.monid.ai/v1/ (Bearer key) 5.","cost":"unknown"}],"interfaces":[{"kind":"mcp"},{"kind":"cli"},{"kind":"http"}],"composabilityRationale":""},"relations":[{"from":"monid-289f37","to":"dory","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"monid-289f37","to":"concentrate-ai","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"monid-289f37","to":"google-workspace-cli","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"monid-289f37","to":"mailcheap","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"monid-289f37","to":"refero","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"monid-289f37","to":"larasend","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"monid-289f37","to":"rare-ui","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"monid-289f37","to":"alex","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-07-24T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":13,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.15,"contribution":0.027,"why":"Documentation is available.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-24-monid-agent-tool-marketplace.md\nSurfaces (same registry/balance claim): 1. Skill — one-liner set up https://monid.ai/SKILL.md (version 0.1.7) 2. Remote MCP — https://mcp.monid.ai/v1 3. CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows 4. HTTP API — https://api.monid.ai/v1/ (Bearer key) 5.","at":"2026-07-24T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Remote MCP — https://mcp.monid.ai/v1","at":"2026-07-24T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows","at":"2026-07-24T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"HTTP API — https://api.monid.ai/v1/ (Bearer key)","at":"2026-07-24T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.6666666666666666,"contribution":0.06666666666666667,"why":"An MCP surface is declared. An API is declared. Cost is unknown. 2 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.288242068922591,"contribution":0.04035388964916275,"why":"4 sources cover 1 evidence types. The latest dated evidence is 2026-07-24. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-24-monid-agent-tool-marketplace.md\nSurfaces (same registry/balance claim): 1. Skill — one-liner set up https://monid.ai/SKILL.md (version 0.1.7) 2. Remote MCP — https://mcp.monid.ai/v1 3. CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows 4. HTTP API — https://api.monid.ai/v1/ (Bearer key) 5.","at":"2026-07-24T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Remote MCP — https://mcp.monid.ai/v1","at":"2026-07-24T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows","at":"2026-07-24T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"HTTP API — https://api.monid.ai/v1/ (Bearer key)","at":"2026-07-24T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":13},{"slug":"dory","name":"Dory","summary":"GitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop. Universal for Intel and Apple silicon. Homepage field: augani.github.io/dory. README hero: Your complete local Linux workspace, built for Mac.","kind":"app","homepage":"https://augani.github.io/dory","repoUrl":"https://github.com/Augani/dory","docsUrl":"https://augani.github.io/dory/docs/architecture.md","publisher":"","license":"GPL-3.0","hasMcp":false,"hasApi":false,"costRange":"free","costNotes":"GitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop.","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"GitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop. Universal for Intel and Apple silicon. Homepage field: augani.github.io/dory. README hero: Your complete local Linux workspace, built for Mac.","cost":"free"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-27-python-xi-dory.md\nGitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop. Universal for Intel and Apple silicon. Homepage field: augani.github.io/dory. README hero: Your complete local Linux workspace, built for Mac.","at":"2026-08-27T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"hical Linux desktops, and persistent headless servers, from a SwiftUI app and a versioned CLI.","at":"2026-08-27T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"icon engine, plus optional one-click Kubernetes, graphical Linux desktops, and persistent headless servers, from a SwiftUI app and a versioned CLI.","at":"2026-08-27T00:00:00.000Z"}],"interfaces":[{"kind":"cli"},{"kind":"headless"}],"origin":"seed","notes":[],"createdAt":"2026-08-27T00:00:00.000Z","updatedAt":"2026-08-27T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_dory","claims":{"name":"Dory","summary":"GitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop. Universal for Intel and Apple silicon. Homepage field: augani.github.io/dory. README hero: Your complete local Linux workspace, built for Mac.","kind":"app","publisher":"","homepage":"https://augani.github.io/dory","repoUrl":"https://github.com/Augani/dory","docsUrl":"https://augani.github.io/dory/docs/architecture.md","license":"GPL-3.0","costRange":"free","costNotes":"GitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop.","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"GitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop. Universal for Intel and Apple silicon. Homepage field: augani.github.io/dory. README hero: Your complete local Linux workspace, built for Mac.","cost":"free"}],"interfaces":[{"kind":"cli"},{"kind":"headless"}],"composabilityRationale":""},"relations":[{"from":"dory","to":"concentrate-ai","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"dory","to":"google-workspace-cli","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"dory","to":"mailcheap","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"dory","to":"refero","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"dory","to":"larasend","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"dory","to":"rare-ui","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"dory","to":"alex","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"dory","to":"cn","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-08-27T00:00:00.000Z"},{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-08-27T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":12,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.3,"contribution":0.054,"why":"A licence is declared. Documentation is available.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-27-python-xi-dory.md\nGitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop. Universal for Intel and Apple silicon. Homepage field: augani.github.io/dory. README hero: Your complete local Linux workspace, built for Mac.","at":"2026-08-27T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"hical Linux desktops, and persistent headless servers, from a SwiftUI app and a versioned CLI.","at":"2026-08-27T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"icon engine, plus optional one-click Kubernetes, graphical Linux desktops, and persistent headless servers, from a SwiftUI app and a versioned CLI.","at":"2026-08-27T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"No MCP surface is declared. No API is declared. Cost is free. 1 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.26214289265639185,"contribution":0.036700004971894865,"why":"3 sources cover 1 evidence types. The latest dated evidence is 2026-08-27. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-27-python-xi-dory.md\nGitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop. Universal for Intel and Apple silicon. Homepage field: augani.github.io/dory. README hero: Your complete local Linux workspace, built for Mac.","at":"2026-08-27T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"hical Linux desktops, and persistent headless servers, from a SwiftUI app and a versioned CLI.","at":"2026-08-27T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"icon engine, plus optional one-click Kubernetes, graphical Linux desktops, and persistent headless servers, from a SwiftUI app and a versioned CLI.","at":"2026-08-27T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":12},{"slug":"executor","name":"Executor","summary":"Landing hero: Connect any agent to everything. Tagline: The gateway to connect your agent to everything. Page: Executor is an MCP gateway. Anything that speaks MCP, like Claude Code, Cursor, or Codex, points at one endpoint and reaches every tool you connect.","kind":"mcp","homepage":"https://executor.sh/","repoUrl":"https://github.com/UsefulSoftwareCo/executor","docsUrl":"https://executor.sh/docs","publisher":"Rhys Sullivan","license":"MIT","hasMcp":true,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["code","connect"],"functionProbabilities":[{"functionId":"code","value":0.8,"source":"06 Knowledge Library/Resources/coding/2026-08-27-executor-sh.md","method":"lexical","observedAt":"2026-08-27T00:00:00.000Z"},{"functionId":"connect","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-08-27-executor-sh.md","method":"lexical","observedAt":"2026-08-27T00:00:00.000Z"}],"slices":[{"functionId":"code","label":"Code","note":"Landing hero: Connect any agent to everything. Tagline: The gateway to connect your agent to everything. Page: Executor is an MCP gateway. Anything that speaks MCP, like Claude Code, Cursor, or Codex, points at one endpoint and reaches every tool you connect.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"Landing hero: Connect any agent to everything. Tagline: The gateway to connect your agent to everything. Page: Executor is an MCP gateway. Anything that speaks MCP, like Claude Code, Cursor, or Codex, points at one endpoint and reaches every tool you connect.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-27-executor-sh.md\nLanding hero: Connect any agent to everything. Tagline: The gateway to connect your agent to everything. Page: Executor is an MCP gateway. Anything that speaks MCP, like Claude Code, Cursor, or Codex, points at one endpoint and reaches every tool you connect.","at":"2026-08-27T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Executor — MCP gateway for agent tools (Useful Software / Rhys Sullivan)","at":"2026-08-27T00:00:00.000Z"}],"interfaces":[{"kind":"mcp"}],"origin":"seed","notes":[],"createdAt":"2026-08-27T00:00:00.000Z","updatedAt":"2026-08-27T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_executor","claims":{"name":"Executor","summary":"Landing hero: Connect any agent to everything. Tagline: The gateway to connect your agent to everything. Page: Executor is an MCP gateway. 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Humans click elements, annotate, optionally use layout mode (rearrange/resize), then copy structured markdown (or push via MCP/webhooks) so the agent gets element paths, CSS selectors, positions, and related context instead of vague prose.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-01-benjitaylor-agentation.md\nAgentation is a visual feedback layer for agents working on web UIs. Humans click elements, annotate, optionally use layout mode (rearrange/resize), then copy structured markdown (or push via MCP/webhooks) so the agent gets element paths, CSS selectors, positions, and related context instead of vague prose.","at":"2026-08-01T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"te, optionally use layout mode (rearrange/resize), then copy structured markdown (or push via MCP/webhooks) so the agent gets element paths, CSS selectors, positions, and related context","at":"2026-08-01T00:00:00.000Z"}],"interfaces":[{"kind":"mcp"}],"origin":"seed","notes":[],"createdAt":"2026-08-01T00:00:00.000Z","updatedAt":"2026-08-01T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_agentation","claims":{"name":"Agentation","summary":"Agentation is a visual feedback layer for agents working on web UIs. 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Same kind and overlapping capability."},{"from":"agentation","to":"cloudflare-quick-tunnels","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"agentation","to":"company-brain","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"agentation","to":"cua-s1-cua-s1-forms","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-08-01T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":9,"formula":"100 × sum(weight × value) over observed factors only. 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Humans click elements, annotate, optionally use layout mode (rearrange/resize), then copy structured markdown (or push via MCP/webhooks) so the agent gets element paths, CSS selectors, positions, and related context instead of vague prose.","at":"2026-08-01T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"te, optionally use layout mode (rearrange/resize), then copy structured markdown (or push via MCP/webhooks) so the agent gets element paths, CSS selectors, positions, and related context","at":"2026-08-01T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"An MCP surface is declared. No API is declared. 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Humans click elements, annotate, optionally use layout mode (rearrange/resize), then copy structured markdown (or push via MCP/webhooks) so the agent gets element paths, CSS selectors, positions, and related context instead of vague prose.","at":"2026-08-01T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"te, optionally use layout mode (rearrange/resize), then copy structured markdown (or push via MCP/webhooks) so the agent gets element paths, CSS selectors, positions, and related context","at":"2026-08-01T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":9},{"slug":"anatomy","name":"Anatomy","summary":"README: \"A Claude skill that explains an idea by building it as a real, working object.\" Ask for a figure that explains a technical idea; Anatomy invents a physical machine whose working is the concept, then builds it from dozens of shaded isometric parts in a framed card with a title, hint and live readout.","kind":"skill","homepage":"https://skills.wheresryan.sh/anatomy","repoUrl":"https://github.com/wheresryan22/anatomy","docsUrl":"https://code.claude.com/docs/en/skills","publisher":"","license":"MIT","hasMcp":false,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"README: \"A Claude skill that explains an idea by building it as a real, working object.\" Ask for a figure that explains a technical idea; Anatomy invents a physical machine whose working is the concept, then builds it from dozens of shaded isometric parts in a framed card with a title, hint and live readout.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-10-11-wheresryan22-anatomy.md\nREADME: \"A Claude skill that explains an idea by building it as a real, working object.\" Ask for a figure that explains a technical idea; Anatomy invents a physical machine whose working is the concept, then builds it from dozens of shaded isometric parts in a framed card with a title, hint and live readout.","at":"2026-10-11T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Anatomy — Claude skill for interactive isometric technical figures (wheresryan22/anatomy)","at":"2026-10-11T00:00:00.000Z"}],"interfaces":[{"kind":"skill"}],"origin":"seed","notes":[],"createdAt":"2026-10-11T00:00:00.000Z","updatedAt":"2026-10-11T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_anatomy","claims":{"name":"Anatomy","summary":"README: \"A Claude skill that explains an idea by building it as a real, working object.\" Ask for a figure that explains a technical idea; Anatomy invents a physical machine whose working is the concept, then builds it from dozens of shaded isometric parts in a framed card with a title, hint and live readout.","kind":"skill","publisher":"","homepage":"https://skills.wheresryan.sh/anatomy","repoUrl":"https://github.com/wheresryan22/anatomy","docsUrl":"https://code.claude.com/docs/en/skills","license":"MIT","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"README: \"A Claude skill that explains an idea by building it as a real, working object.\" Ask for a figure that explains a technical idea; Anatomy invents a physical machine whose working is the concept, then builds it from dozens of shaded isometric parts in a framed card with a title, hint and live readout.","cost":"unknown"}],"interfaces":[{"kind":"skill"}],"composabilityRationale":""},"relations":[],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-10-11T00:00:00.000Z"},{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-10-11T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":9,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.3,"contribution":0.054,"why":"A licence is declared. 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You pick the model and provider; Concentrate runs the request, applies your fallbacks and limits, and surfaces spend/logs.","kind":"app","homepage":"https://concentrate.ai/","docsUrl":"https://concentrate.ai/docs/api-reference/introduction","publisher":"","hasMcp":false,"hasApi":true,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"Concentrate is a managed LLM gateway: one API base URL (https://api.concentrate.ai/v1) for hundreds of models across all major providers (OpenAI, Anthropic, Gemini, DeepSeek, etc.). You pick the model and provider; Concentrate runs the request, applies your fallbacks and limits, and surfaces spend/logs.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-11-concentrate-ai.md\nConcentrate is a managed LLM gateway: one API base URL (https://api.concentrate.ai/v1) for hundreds of models across all major providers (OpenAI, Anthropic, Gemini, DeepSeek, etc.). 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You pick the model and provider; Concentrate runs the request, applies your fallbacks and limits, and surfaces spend/logs.","at":"2026-08-11T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Concentrate is a managed LLM gateway: one API base URL (https://api.concentrate.ai/v1) for hundreds of models across all major providers (OpenAI","at":"2026-08-11T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"No MCP surface is declared. An API is declared. Cost is unknown. 1 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.22849520230941842,"contribution":0.031989328323318585,"why":"2 sources cover 1 evidence types. The latest dated evidence is 2026-08-11. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-11-concentrate-ai.md\nConcentrate is a managed LLM gateway: one API base URL (https://api.concentrate.ai/v1) for hundreds of models across all major providers (OpenAI, Anthropic, Gemini, DeepSeek, etc.). You pick the model and provider; Concentrate runs the request, applies your fallbacks and limits, and surfaces spend/logs.","at":"2026-08-11T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Concentrate is a managed LLM gateway: one API base URL (https://api.concentrate.ai/v1) for hundreds of models across all major providers (OpenAI","at":"2026-08-11T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":9},{"slug":"google-workspace-cli","name":"Google Workspace CLI","summary":"gws is a single Google Workspace CLI. It dynamically reads Google's Discovery Service at runtime and builds its command surface from the available APIs instead of shipping a static command list. 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Same kind and overlapping capability."}],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-06-23T00:00:00.000Z"},{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-06-23T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":8,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.3,"contribution":0.054,"why":"A licence is declared. Documentation is available.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-06-23-apple-container.md\nApple container is a tool for creating and running Linux containers as lightweight virtual machines on a Mac. It is written in Swift, optimized for Apple Silicon, and consumes/produces OCI-compatible container images. 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Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-06-23-apple-container.md\nApple container is a tool for creating and running Linux containers as lightweight virtual machines on a Mac. It is written in Swift, optimized for Apple Silicon, and consumes/produces OCI-compatible container images. The project uses Apple's lower-level apple/containerization Swift package for container, image, and process management.","at":"2026-06-23T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":8},{"slug":"slackhq-nebula","name":"slackhq/nebula","summary":"Nebula is a TUN overlay with your own CA and lighthouse.","kind":"resource","repoUrl":"https://github.com/slackhq/nebula","docsUrl":"https://nebula.defined.net/docs/","publisher":"","license":"MIT","hasMcp":false,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"Nebula is a TUN overlay with your own CA and lighthouse.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-01-slackhq-nebula.md\nNebula is a TUN overlay with your own CA and lighthouse.","at":"2026-09-01T00:00:00.000Z"}],"interfaces":[],"origin":"seed","notes":[],"createdAt":"2026-09-01T00:00:00.000Z","updatedAt":"2026-09-01T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_slackhq-nebula","claims":{"name":"slackhq/nebula","summary":"Nebula is a TUN overlay with your own CA and lighthouse.","kind":"resource","publisher":"","repoUrl":"https://github.com/slackhq/nebula","docsUrl":"https://nebula.defined.net/docs/","license":"MIT","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"Nebula is a TUN overlay with your own CA and lighthouse.","cost":"unknown"}],"interfaces":[],"composabilityRationale":""},"relations":[{"from":"slackhq-nebula","to":"agentation","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slackhq-nebula","to":"clapper","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slackhq-nebula","to":"codex-security-plugin","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slackhq-nebula","to":"container","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slackhq-nebula","to":"is-agentic","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slackhq-nebula","to":"markitdown","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slackhq-nebula","to":"cloudflare-quick-tunnels","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slackhq-nebula","to":"company-brain","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-09-01T00:00:00.000Z"},{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-09-01T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":8,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.3,"contribution":0.054,"why":"A licence is declared. 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It provides a clean HTTP API (POST /api/emails), dashboard, activity log, scoped API keys, delivery events, suppressions, rendered previews, DKIM/DNS guidance, and a Laravel mail transport while sending through your own Amazon SES account.","at":"2026-07-08T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"It provides a clean HTTP API (POST /api/emails), dashboard, activity log, scoped API keys, delivery events, suppressio","at":"2026-07-08T00:00:00.000Z"}],"interfaces":[{"kind":"http"}],"origin":"seed","notes":[],"createdAt":"2026-07-08T00:00:00.000Z","updatedAt":"2026-07-08T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_larasend","claims":{"name":"Larasend","summary":"Larasend is an open-source, self-hosted transactional email platform for Laravel teams. It provides a clean HTTP API (POST /api/emails), dashboard, activity log, scoped API keys, delivery events, suppressions, rendered previews, DKIM/DNS guidance, and a Laravel mail transport while sending through your own Amazon SES account.","kind":"app","publisher":"","repoUrl":"https://github.com/savvyagents/larasend","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"Larasend is an open-source, self-hosted transactional email platform for Laravel teams. It provides a clean HTTP API (POST /api/emails), dashboard, activity log, scoped API keys, delivery events, suppressions, rendered previews, DKIM/DNS guidance, and a Laravel mail transport while sending through your own Amazon SES account.","cost":"unknown"}],"interfaces":[{"kind":"http"}],"composabilityRationale":""},"relations":[{"from":"larasend","to":"concentrate-ai","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"larasend","to":"dory","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"larasend","to":"google-workspace-cli","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"larasend","to":"rare-ui","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"larasend","to":"alex","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"larasend","to":"cn","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"larasend","to":"littlejs-mini-arcade","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"larasend","to":"slate","kind":"alternative-to","note":"Shared functions connect. 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It provides a clean HTTP API (POST /api/emails), dashboard, activity log, scoped API keys, delivery events, suppressions, rendered previews, DKIM/DNS guidance, and a Laravel mail transport while sending through your own Amazon SES account.","at":"2026-07-08T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"It provides a clean HTTP API (POST /api/emails), dashboard, activity log, scoped API keys, delivery events, suppressio","at":"2026-07-08T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"No MCP surface is declared. An API is declared. 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It provides a clean HTTP API (POST /api/emails), dashboard, activity log, scoped API keys, delivery events, suppressions, rendered previews, DKIM/DNS guidance, and a Laravel mail transport while sending through your own Amazon SES account.","at":"2026-07-08T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"It provides a clean HTTP API (POST /api/emails), dashboard, activity log, scoped API keys, delivery events, suppressio","at":"2026-07-08T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":7},{"slug":"mobbin-mcp","name":"Mobbin MCP","summary":"A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.","kind":"mcp","homepage":"https://mobbin.com/","publisher":"","hasMcp":true,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["compose","connect"],"functionProbabilities":[{"functionId":"compose","value":0.72,"source":"06 Knowledge Library/Resources/design/2026-05-19-mobbin-mcp.md","method":"lexical","observedAt":"2026-05-19T00:00:00.000Z"},{"functionId":"connect","value":0.72,"source":"06 Knowledge Library/Resources/design/2026-05-19-mobbin-mcp.md","method":"lexical","observedAt":"2026-05-19T00:00:00.000Z"}],"slices":[{"functionId":"compose","label":"Compose","note":"A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/design/2026-05-19-mobbin-mcp.md\nA design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.","at":"2026-05-19T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while bui","at":"2026-05-19T00:00:00.000Z"}],"interfaces":[{"kind":"mcp"}],"origin":"seed","notes":[],"createdAt":"2026-05-19T00:00:00.000Z","updatedAt":"2026-05-19T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_mobbin-mcp","claims":{"name":"Mobbin MCP","summary":"A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.","kind":"mcp","publisher":"","homepage":"https://mobbin.com/","costRange":"unknown","functions":["compose","connect"],"slices":[{"functionId":"compose","label":"Compose","note":"A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.","cost":"unknown"}],"interfaces":[{"kind":"mcp"}],"composabilityRationale":""},"relations":[{"from":"mobbin-mcp","to":"shinzo-labs-gmail-mcp","kind":"alternative-to","note":"Shared functions connect. 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Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/design/2026-05-19-mobbin-mcp.md\nA design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.","at":"2026-05-19T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while bui","at":"2026-05-19T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"An MCP surface is declared. 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Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-07-cloudflare-monetization-gateway-x402-mcp.md\nCloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. 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Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","cost":"unknown"},{"functionId":"tool-call","label":"Tool-call","note":"Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","cost":"unknown"}],"interfaces":[{"kind":"mcp"}],"composabilityRationale":""},"relations":[{"from":"monetization-gateway","to":"openship","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"monetization-gateway","to":"atomic-agent","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"monetization-gateway","to":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","kind":"fills-same-slot-as","note":"Shared functions connect, payment. Can fill the same function slot."},{"from":"monetization-gateway","to":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","kind":"fills-same-slot-as","note":"Shared functions payment, tool-call. Can fill the same function slot."}],"signals":[],"claimVerification":[],"explain":{"score":7,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-07-cloudflare-monetization-gateway-x402-mcp.md\nCloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","at":"2026-07-07T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Cloudflare, Monetization Gateway (x402 / MCP monetization)","at":"2026-07-07T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"An MCP surface is declared. No API is declared. Cost is unknown. 1 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.22849520230941842,"contribution":0.031989328323318585,"why":"2 sources cover 1 evidence types. The latest dated evidence is 2026-07-07. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-07-cloudflare-monetization-gateway-x402-mcp.md\nCloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.","at":"2026-07-07T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Cloudflare, Monetization Gateway (x402 / MCP monetization)","at":"2026-07-07T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":7},{"slug":"rea","name":"REA","summary":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","kind":"resource","homepage":"https://rea.tools/","repoUrl":"https://github.com/morluto/rea","publisher":"","hasMcp":true,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["code","test","connect"],"functionProbabilities":[{"functionId":"code","value":0.8,"source":"06 Knowledge Library/Resources/coding/2026-10-10-morluto-rea.md","method":"lexical","observedAt":"2026-10-10T00:00:00.000Z"},{"functionId":"test","value":0.8,"source":"06 Knowledge Library/Resources/coding/2026-10-10-morluto-rea.md","method":"lexical","observedAt":"2026-10-10T00:00:00.000Z"},{"functionId":"connect","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-10-10-morluto-rea.md","method":"lexical","observedAt":"2026-10-10T00:00:00.000Z"}],"slices":[{"functionId":"code","label":"Code","note":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","cost":"unknown"},{"functionId":"test","label":"Test","note":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-10-10-morluto-rea.md\nREADME tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","at":"2026-10-10T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls","at":"2026-10-10T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"The CLI uses the same workflows.","at":"2026-10-10T00:00:00.000Z"}],"interfaces":[{"kind":"mcp"},{"kind":"cli"}],"origin":"seed","notes":[],"createdAt":"2026-10-10T00:00:00.000Z","updatedAt":"2026-10-10T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_rea","claims":{"name":"REA","summary":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","kind":"resource","publisher":"","homepage":"https://rea.tools/","repoUrl":"https://github.com/morluto/rea","costRange":"unknown","functions":["code","test","connect"],"slices":[{"functionId":"code","label":"Code","note":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","cost":"unknown"},{"functionId":"test","label":"Test","note":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","cost":"unknown"}],"interfaces":[{"kind":"mcp"},{"kind":"cli"}],"composabilityRationale":""},"relations":[{"from":"rea","to":"executor","kind":"fills-same-slot-as","note":"Shared functions code, connect. Can fill the same function slot."},{"from":"rea","to":"agentmemory","kind":"alternative-to","note":"Shared functions code, connect. Same kind and overlapping capability."},{"from":"rea","to":"rtk","kind":"fills-same-slot-as","note":"Shared functions code, test. Can fill the same function slot."},{"from":"rea","to":"onyx","kind":"fills-same-slot-as","note":"Shared functions code, connect, test. Can fill the same function slot."},{"from":"rea","to":"pen-dev","kind":"fills-same-slot-as","note":"Shared functions code, connect. Can fill the same function slot."},{"from":"rea","to":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","kind":"fills-same-slot-as","note":"Shared functions code, connect. Can fill the same function slot."},{"from":"rea","to":"fix-cold-start-latency-in-ai-sandboxes-techniques","kind":"fills-same-slot-as","note":"Shared functions code, test. Can fill the same function slot."},{"from":"rea","to":"ai-agent-sandbox-comparison-2026-seven-platforms","kind":"fills-same-slot-as","note":"Shared functions code, test. Can fill the same function slot."}],"signals":[],"claimVerification":[],"explain":{"score":7,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-10-10-morluto-rea.md\nREADME tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","at":"2026-10-10T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls","at":"2026-10-10T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"The CLI uses the same workflows.","at":"2026-10-10T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"An MCP surface is declared. No API is declared. Cost is unknown. 1 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.26214289265639185,"contribution":0.036700004971894865,"why":"3 sources cover 1 evidence types. The latest dated evidence is 2026-10-10. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-10-10-morluto-rea.md\nREADME tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.","at":"2026-10-10T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"README tagline: \"One MCP for reverse engineering across binaries, applications, and runtime behavior.\" The agent calls","at":"2026-10-10T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"The CLI uses the same workflows.","at":"2026-10-10T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":7},{"slug":"shinzo-labs-gmail-mcp","name":"Shinzo Labs Gmail MCP","summary":"@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials). It ships anonymous product telemetry on by default via env TELEMETRY_ENABLED (default true). Opt out by setting TELEMETRY_ENABLED=false in the MCP client env block, then restart the client/server.","kind":"mcp","homepage":"https://www.npmjs.com/package/@shinzolabs/gmail-mcp","repoUrl":"https://github.com/shinzo-labs/gmail-mcp","publisher":"","hasMcp":true,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[{"functionId":"connect","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-08-05-shinzolabs-gmail-mcp-disable-telemetry.md","method":"lexical","observedAt":"2026-08-05T00:00:00.000Z"}],"slices":[{"functionId":"connect","label":"Connect","note":"@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials). It ships anonymous product telemetry on by default via env TELEMETRY_ENABLED (default true). Opt out by setting TELEMETRY_ENABLED=false in the MCP client env block, then restart the client/server.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-05-shinzolabs-gmail-mcp-disable-telemetry.md\n@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials). It ships anonymous product telemetry on by default via env TELEMETRY_ENABLED (default true). Opt out by setting TELEMETRY_ENABLED=false in the MCP client env block, then restart the client/server.","at":"2026-08-05T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials).","at":"2026-08-05T00:00:00.000Z"}],"interfaces":[{"kind":"mcp"}],"origin":"seed","notes":[],"createdAt":"2026-08-05T00:00:00.000Z","updatedAt":"2026-08-05T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_shinzo-labs-gmail-mcp","claims":{"name":"Shinzo Labs Gmail MCP","summary":"@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials). It ships anonymous product telemetry on by default via env TELEMETRY_ENABLED (default true). Opt out by setting TELEMETRY_ENABLED=false in the MCP client env block, then restart the client/server.","kind":"mcp","publisher":"","homepage":"https://www.npmjs.com/package/@shinzolabs/gmail-mcp","repoUrl":"https://github.com/shinzo-labs/gmail-mcp","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials). It ships anonymous product telemetry on by default via env TELEMETRY_ENABLED (default true). Opt out by setting TELEMETRY_ENABLED=false in the MCP client env block, then restart the client/server.","cost":"unknown"}],"interfaces":[{"kind":"mcp"}],"composabilityRationale":""},"relations":[{"from":"shinzo-labs-gmail-mcp","to":"executor","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"shinzo-labs-gmail-mcp","to":"mobbin-mcp","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"shinzo-labs-gmail-mcp","to":"soar","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[],"claimVerification":[],"explain":{"score":7,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-05-shinzolabs-gmail-mcp-disable-telemetry.md\n@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials). It ships anonymous product telemetry on by default via env TELEMETRY_ENABLED (default true). Opt out by setting TELEMETRY_ENABLED=false in the MCP client env block, then restart the client/server.","at":"2026-08-05T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials).","at":"2026-08-05T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"An MCP surface is declared. No API is declared. Cost is unknown. 1 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.22849520230941842,"contribution":0.031989328323318585,"why":"2 sources cover 1 evidence types. The latest dated evidence is 2026-08-05. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-05-shinzolabs-gmail-mcp-disable-telemetry.md\n@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials). It ships anonymous product telemetry on by default via env TELEMETRY_ENABLED (default true). Opt out by setting TELEMETRY_ENABLED=false in the MCP client env block, then restart the client/server.","at":"2026-08-05T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials).","at":"2026-08-05T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":7},{"slug":"evil-buttons","name":"Evil Buttons","summary":"Evil Buttons (site title: Evil Buttons — Animated shadcn/ui components with Motion) is a shadcn/ui registry of playful, highly animated button components with an “evil touch” aesthetic. Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","kind":"kit","homepage":"https://evilbuttons.com/","repoUrl":"https://github.com/radiumcoders/Evil-buttons","docsUrl":"https://evilbuttons.com/docs","publisher":"Jay","hasMcp":false,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"Evil Buttons (site title: Evil Buttons — Animated shadcn/ui components with Motion) is a shadcn/ui registry of playful, highly animated button components with an “evil touch” aesthetic. Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/design/2026-09-22-radiumcoders-evil-buttons.md\nEvil Buttons (site title: Evil Buttons — Animated shadcn/ui components with Motion) is a shadcn/ui registry of playful, highly animated button components with an “evil touch” aesthetic. Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","at":"2026-09-22T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","at":"2026-09-22T00:00:00.000Z"}],"interfaces":[{"kind":"cli"}],"origin":"seed","notes":[],"createdAt":"2026-09-22T00:00:00.000Z","updatedAt":"2026-09-22T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_evil-buttons","claims":{"name":"Evil Buttons","summary":"Evil Buttons (site title: Evil Buttons — Animated shadcn/ui components with Motion) is a shadcn/ui registry of playful, highly animated button components with an “evil touch” aesthetic. Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","kind":"kit","publisher":"Jay","homepage":"https://evilbuttons.com/","repoUrl":"https://github.com/radiumcoders/Evil-buttons","docsUrl":"https://evilbuttons.com/docs","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"Evil Buttons (site title: Evil Buttons — Animated shadcn/ui components with Motion) is a shadcn/ui registry of playful, highly animated button components with an “evil touch” aesthetic. Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","cost":"unknown"}],"interfaces":[{"kind":"cli"}],"composabilityRationale":""},"relations":[{"from":"evil-buttons","to":"amicro","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"evil-buttons","to":"mono-charts","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"evil-buttons","to":"openshaders","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"evil-buttons","to":"yui540-css-animations","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"evil-buttons","to":"beautiful-html-templates","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"evil-buttons","to":"design-spells","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"evil-buttons","to":"hover","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-09-22T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":6,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.15,"contribution":0.027,"why":"Documentation is available.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/design/2026-09-22-radiumcoders-evil-buttons.md\nEvil Buttons (site title: Evil Buttons — Animated shadcn/ui components with Motion) is a shadcn/ui registry of playful, highly animated button components with an “evil touch” aesthetic. Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","at":"2026-09-22T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","at":"2026-09-22T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.22849520230941842,"contribution":0.031989328323318585,"why":"2 sources cover 1 evidence types. The latest dated evidence is 2026-09-22. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/design/2026-09-22-radiumcoders-evil-buttons.md\nEvil Buttons (site title: Evil Buttons — Animated shadcn/ui components with Motion) is a shadcn/ui registry of playful, highly animated button components with an “evil touch” aesthetic. Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","at":"2026-09-22T00:00:00.000Z"},{"kind":"human","label":"Compendium resource card","excerpt":"Site claims 31 interactive components, live previews, copy-paste docs, and one-command CLI installs.","at":"2026-09-22T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":6},{"slug":"gosearch-for-slack-agentic-enterprise-search-custom-ai-agents-and-workflow-au","name":"GoSearch for Slack: Agentic Enterprise Search, Custom AI Agents, and Workflow Au","summary":"# GoSearch for Slack: Agentic Enterprise Search, Custom AI Agents, and Workflow Automation","publisher":"gosearch.ai","homepage":"https://www.gosearch.ai/blog/the-gosearch-slack-integration","kind":"mcp","hasApi":false,"hasMcp":true,"costRange":"unknown","costNotes":"Unknown: pricing was not stated in the intake evidence.","functions":["code","deploy","identity","policy","search","compose","connect","summarize"],"slices":[{"functionId":"code","label":"code","note":"Inferred from executor","cost":"Unknown"},{"functionId":"deploy","label":"deploy","note":"Inferred from executor","cost":"Unknown"},{"functionId":"identity","label":"identity","note":"Inferred from executor","cost":"Unknown"},{"functionId":"policy","label":"policy","note":"Inferred from executor","cost":"Unknown"},{"functionId":"search","label":"search","note":"Inferred from executor","cost":"Unknown"},{"functionId":"compose","label":"compose","note":"Inferred from executor","cost":"Unknown"},{"functionId":"connect","label":"connect","note":"Inferred from executor","cost":"Unknown"},{"functionId":"summarize","label":"summarize","note":"Inferred from executor","cost":"Unknown"}],"interfaces":[{"kind":"mcp"}],"composabilityRationale":"Heuristic from executor evidence. Grok pass was unavailable or incomplete. 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Same kind and overlapping capability."},{"from":"alex","to":"littlejs-mini-arcade","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"alex","to":"slate","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"alex","to":"concentrate-ai","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"alex","to":"dory","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"alex","to":"google-workspace-cli","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"alex","to":"larasend","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"alex","to":"mailcheap","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-07-30T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":5,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.15,"contribution":0.027,"why":"A licence is declared.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-30-madhavajay-alex.md\nAlex is a Rust-based local LLM proxy and trace control plane created by Madhava Jay. 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The repository describes the components as powered by Motion and supports live previews, source copying, raw shadcn registry items, and an npm package.","kind":"kit","publisher":"","homepage":"https://github.com/Subhan-code/Amicro--Micro-transitions-/tree/main/registry","repoUrl":"https://github.com/Subhan-code/Amicro--Micro-transitions-","license":"MIT","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"Amicro is an open-source React catalog for micro-interactions, entrances, hovers, cursor effects, loaders, card spreads, 3D carousels, charts, and other motion-heavy UI patterns. The repository describes the components as powered by Motion and supports live previews, source copying, raw shadcn registry items, and an npm package.","cost":"unknown"}],"interfaces":[],"composabilityRationale":""},"relations":[{"from":"amicro","to":"mono-charts","kind":"alternative-to","note":"Shared functions connect. 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The repository describes the components as powered by Motion and supports live previews, source copying, raw shadcn registry items, and an npm package.","at":"2026-08-16T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is 2026-08-16. 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The repository describes the components as powered by Motion and supports live previews, source copying, raw shadcn registry items, and an npm package.","at":"2026-08-16T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":5},{"slug":"atomic-agent","name":"Atomic Agent","summary":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","kind":"agent","homepage":"https://atomicagent.io","repoUrl":"https://github.com/AtomicBot-ai/atomic-agent","publisher":"","license":"MIT","hasMcp":false,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["browser","memory","connect","tool-call"],"functionProbabilities":[{"functionId":"browser","value":0.8,"source":"06 Knowledge Library/Resources/coding/2026-07-23-atomic-agent-local-first.md","method":"lexical","observedAt":"2026-07-23T00:00:00.000Z"},{"functionId":"memory","value":0.8,"source":"06 Knowledge Library/Resources/coding/2026-07-23-atomic-agent-local-first.md","method":"lexical","observedAt":"2026-07-23T00:00:00.000Z"},{"functionId":"connect","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-07-23-atomic-agent-local-first.md","method":"lexical","observedAt":"2026-07-23T00:00:00.000Z"},{"functionId":"tool-call","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-07-23-atomic-agent-local-first.md","method":"lexical","observedAt":"2026-07-23T00:00:00.000Z"}],"slices":[{"functionId":"browser","label":"Browser","note":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","cost":"unknown"},{"functionId":"memory","label":"Memory","note":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","cost":"unknown"},{"functionId":"tool-call","label":"Tool-call","note":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-23-atomic-agent-local-first.md\nLocal-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","at":"2026-07-23T00:00:00.000Z"}],"interfaces":[],"origin":"seed","notes":[],"createdAt":"2026-07-23T00:00:00.000Z","updatedAt":"2026-07-23T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_atomic-agent","claims":{"name":"Atomic Agent","summary":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","kind":"agent","publisher":"","homepage":"https://atomicagent.io","repoUrl":"https://github.com/AtomicBot-ai/atomic-agent","license":"MIT","costRange":"unknown","functions":["browser","memory","connect","tool-call"],"slices":[{"functionId":"browser","label":"Browser","note":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","cost":"unknown"},{"functionId":"memory","label":"Memory","note":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","cost":"unknown"},{"functionId":"tool-call","label":"Tool-call","note":"Local-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","cost":"unknown"}],"interfaces":[],"composabilityRationale":""},"relations":[{"from":"atomic-agent","to":"vellum-assistant","kind":"alternative-to","note":"Shared functions browser, memory, tool-call. Same kind and overlapping capability."},{"from":"atomic-agent","to":"agentmemory","kind":"fills-same-slot-as","note":"Shared functions connect, memory. Can fill the same function slot."},{"from":"atomic-agent","to":"monetization-gateway","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"atomic-agent","to":"openship","kind":"fills-same-slot-as","note":"Shared functions connect, tool-call. Can fill the same function slot."},{"from":"atomic-agent","to":"slack-enterprise-search","kind":"fills-same-slot-as","note":"Shared functions browser, memory, tool-call. Can fill the same function slot."},{"from":"atomic-agent","to":"maple","kind":"fills-same-slot-as","note":"Shared functions browser, connect. Can fill the same function slot."},{"from":"atomic-agent","to":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","kind":"fills-same-slot-as","note":"Shared functions connect, memory. Can fill the same function slot."},{"from":"atomic-agent","to":"best-code-execution-sandbox-for-ai-agents-in-2026","kind":"fills-same-slot-as","note":"Shared functions browser, memory. Can fill the same function slot."}],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-07-23T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":5,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.15,"contribution":0.027,"why":"A licence is declared.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-23-atomic-agent-local-first.md\nLocal-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","at":"2026-07-23T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is 2026-07-23. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-23-atomic-agent-local-first.md\nLocal-first AI agent whose control loop and all state run on the machine. Drives browser, files, approved shell, documents, memory across sessions, scheduled tasks, and MCP tools. Default path is llama.cpp (their TurboQuant fork) so small quantized models stay useful for long multi-step work on consumer hardware.","at":"2026-07-23T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":5},{"slug":"cloudflare-quick-tunnels","name":"Cloudflare Quick Tunnels","summary":"First-party landing: one command turns a laptop server into a public, encrypted URL on Cloudflare’s edge — no account, no DNS, no open inbound ports. cloudflared opens an outbound-only connection; traffic to a random .trycloudflare.com hostname rides Cloudflare’s network back to localhost.","kind":"resource","homepage":"https://try.cloudflare.com/","repoUrl":"https://github.com/cloudflare/cloudflared","docsUrl":"https://developers.cloudflare.com/cloudflare-one/connections/connect-networks/do-more-with-tunnels/trycloudflare/","publisher":"","hasMcp":false,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"First-party landing: one command turns a laptop server into a public, encrypted URL on Cloudflare’s edge — no account, no DNS, no open inbound ports. cloudflared opens an outbound-only connection; traffic to a random .trycloudflare.com hostname rides Cloudflare’s network back to localhost.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-20-cloudflare-quick-tunnels.md\nFirst-party landing: one command turns a laptop server into a public, encrypted URL on Cloudflare’s edge — no account, no DNS, no open inbound ports. cloudflared opens an outbound-only connection; traffic to a random .trycloudflare.com hostname rides Cloudflare’s network back to localhost.","at":"2026-09-20T00:00:00.000Z"}],"interfaces":[],"origin":"seed","notes":[],"createdAt":"2026-09-20T00:00:00.000Z","updatedAt":"2026-09-20T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_cloudflare-quick-tunnels","claims":{"name":"Cloudflare Quick Tunnels","summary":"First-party landing: one command turns a laptop server into a public, encrypted URL on Cloudflare’s edge — no account, no DNS, no open inbound ports. cloudflared opens an outbound-only connection; traffic to a random .trycloudflare.com hostname rides Cloudflare’s network back to localhost.","kind":"resource","publisher":"","homepage":"https://try.cloudflare.com/","repoUrl":"https://github.com/cloudflare/cloudflared","docsUrl":"https://developers.cloudflare.com/cloudflare-one/connections/connect-networks/do-more-with-tunnels/trycloudflare/","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"First-party landing: one command turns a laptop server into a public, encrypted URL on Cloudflare’s edge — no account, no DNS, no open inbound ports. cloudflared opens an outbound-only connection; traffic to a random .trycloudflare.com hostname rides Cloudflare’s network back to localhost.","cost":"unknown"}],"interfaces":[],"composabilityRationale":""},"relations":[{"from":"cloudflare-quick-tunnels","to":"agentation","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cloudflare-quick-tunnels","to":"clapper","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cloudflare-quick-tunnels","to":"company-brain","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cloudflare-quick-tunnels","to":"cua-s1-cua-s1-forms","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cloudflare-quick-tunnels","to":"pixel-point-aval","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cloudflare-quick-tunnels","to":"codex-security-plugin","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cloudflare-quick-tunnels","to":"container","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cloudflare-quick-tunnels","to":"is-agentic","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-09-20T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":5,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.15,"contribution":0.027,"why":"Documentation is available.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-20-cloudflare-quick-tunnels.md\nFirst-party landing: one command turns a laptop server into a public, encrypted URL on Cloudflare’s edge — no account, no DNS, no open inbound ports. cloudflared opens an outbound-only connection; traffic to a random .trycloudflare.com hostname rides Cloudflare’s network back to localhost.","at":"2026-09-20T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is 2026-09-20. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-20-cloudflare-quick-tunnels.md\nFirst-party landing: one command turns a laptop server into a public, encrypted URL on Cloudflare’s edge — no account, no DNS, no open inbound ports. cloudflared opens an outbound-only connection; traffic to a random .trycloudflare.com hostname rides Cloudflare’s network back to localhost.","at":"2026-09-20T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":5},{"slug":"cn","name":"cn","summary":"Exact author text: > We are open sourcing cn, a new engine for Tailwind class merging and conflict resolution. It is a drop-in replacement for tailwind-merge and clsx. > > It works with all frameworks, runs everywhere and is 30x faster. > > Brought to you by @aidenybai and me.","kind":"app","homepage":"https://shadcn.com","repoUrl":"https://github.com/shadcn-ui/cn","publisher":"","license":"MIT","hasMcp":false,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"Exact author text: > We are open sourcing cn, a new engine for Tailwind class merging and conflict resolution. It is a drop-in replacement for tailwind-merge and clsx. > > It works with all frameworks, runs everywhere and is 30x faster. > > Brought to you by @aidenybai and me.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-03-shadcn-ui-cn.md\nExact author text: > We are open sourcing cn, a new engine for Tailwind class merging and conflict resolution. It is a drop-in replacement for tailwind-merge and clsx. > > It works with all frameworks, runs everywhere and is 30x faster. > > Brought to you by @aidenybai and me.","at":"2026-09-03T00:00:00.000Z"}],"interfaces":[],"origin":"seed","notes":[],"createdAt":"2026-09-03T00:00:00.000Z","updatedAt":"2026-09-03T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_cn","claims":{"name":"cn","summary":"Exact author text: > We are open sourcing cn, a new engine for Tailwind class merging and conflict resolution. It is a drop-in replacement for tailwind-merge and clsx. > > It works with all frameworks, runs everywhere and is 30x faster. > > Brought to you by @aidenybai and me.","kind":"app","publisher":"","homepage":"https://shadcn.com","repoUrl":"https://github.com/shadcn-ui/cn","license":"MIT","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"Exact author text: > We are open sourcing cn, a new engine for Tailwind class merging and conflict resolution. It is a drop-in replacement for tailwind-merge and clsx. > > It works with all frameworks, runs everywhere and is 30x faster. > > Brought to you by @aidenybai and me.","cost":"unknown"}],"interfaces":[],"composabilityRationale":""},"relations":[{"from":"cn","to":"alex","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cn","to":"littlejs-mini-arcade","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cn","to":"slate","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cn","to":"concentrate-ai","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cn","to":"dory","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cn","to":"google-workspace-cli","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cn","to":"larasend","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cn","to":"mailcheap","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-09-03T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":5,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.15,"contribution":0.027,"why":"A licence is declared.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-03-shadcn-ui-cn.md\nExact author text: > We are open sourcing cn, a new engine for Tailwind class merging and conflict resolution. It is a drop-in replacement for tailwind-merge and clsx. > > It works with all frameworks, runs everywhere and is 30x faster. > > Brought to you by @aidenybai and me.","at":"2026-09-03T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is 2026-09-03. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-03-shadcn-ui-cn.md\nExact author text: > We are open sourcing cn, a new engine for Tailwind class merging and conflict resolution. It is a drop-in replacement for tailwind-merge and clsx. > > It works with all frameworks, runs everywhere and is 30x faster. > > Brought to you by @aidenybai and me.","at":"2026-09-03T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":5},{"slug":"company-brain","name":"Company Brain","summary":"Company Brain (Apache 2.0, TypeScript) is supermemory’s former paid Slack product, open-sourced and rebuilt to run on your own Cloudflare Workers account (D1, KV, Durable Objects, Workers AI). README pitch: A teammate in your Slack that truly knows and understands your company, and can do anything.","kind":"resource","homepage":"https://supermemory.ai","repoUrl":"https://github.com/supermemoryai/company-brain","publisher":"","license":"Apache-2.0","hasMcp":false,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"Company Brain (Apache 2.0, TypeScript) is supermemory’s former paid Slack product, open-sourced and rebuilt to run on your own Cloudflare Workers account (D1, KV, Durable Objects, Workers AI). README pitch: A teammate in your Slack that truly knows and understands your company, and can do anything.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-26-supermemoryai-company-brain.md\nCompany Brain (Apache 2.0, TypeScript) is supermemory’s former paid Slack product, open-sourced and rebuilt to run on your own Cloudflare Workers account (D1, KV, Durable Objects, Workers AI). README pitch: A teammate in your Slack that truly knows and understands your company, and can do anything.","at":"2026-09-26T00:00:00.000Z"}],"interfaces":[],"origin":"seed","notes":[],"createdAt":"2026-09-26T00:00:00.000Z","updatedAt":"2026-09-26T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_company-brain","claims":{"name":"Company Brain","summary":"Company Brain (Apache 2.0, TypeScript) is supermemory’s former paid Slack product, open-sourced and rebuilt to run on your own Cloudflare Workers account (D1, KV, Durable Objects, Workers AI). README pitch: A teammate in your Slack that truly knows and understands your company, and can do anything.","kind":"resource","publisher":"","homepage":"https://supermemory.ai","repoUrl":"https://github.com/supermemoryai/company-brain","license":"Apache-2.0","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"Company Brain (Apache 2.0, TypeScript) is supermemory’s former paid Slack product, open-sourced and rebuilt to run on your own Cloudflare Workers account (D1, KV, Durable Objects, Workers AI). README pitch: A teammate in your Slack that truly knows and understands your company, and can do anything.","cost":"unknown"}],"interfaces":[],"composabilityRationale":""},"relations":[{"from":"company-brain","to":"agentation","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"company-brain","to":"clapper","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"company-brain","to":"cloudflare-quick-tunnels","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"company-brain","to":"codex-security-plugin","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"company-brain","to":"cua-s1-cua-s1-forms","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"company-brain","to":"pixel-point-aval","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"company-brain","to":"container","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"company-brain","to":"is-agentic","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-09-26T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":5,"formula":"100 × sum(weight × value) over observed factors only. 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Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/design/2026-05-06-beautiful-html-templates.md\nA GitHub collection of visually polished HTML templates useful for landing pages, marketing sites, and frontend concept starts.","at":"2026-05-06T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. 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First public member CUA-S1-FORMS: a ~706k-param one-pass option scorer that, given a UI element context + typed options (fill … / check / click / skip), returns a probability per option in one forward pass.","kind":"resource","homepage":"https://cua.ai","repoUrl":"https://github.com/trycua/cua","publisher":"","hasMcp":false,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"CUA-S1 = trycua’s open-source line of small “System One” specialists for computer use (not general chat). First public member CUA-S1-FORMS: a ~706k-param one-pass option scorer that, given a UI element context + typed options (fill … / check / click / skip), returns a probability per option in one forward pass.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-19-trycua-cua-s1-forms.md\nCUA-S1 = trycua’s open-source line of small “System One” specialists for computer use (not general chat). First public member CUA-S1-FORMS: a ~706k-param one-pass option scorer that, given a UI element context + typed options (fill … / check / click / skip), returns a probability per option in one forward pass.","at":"2026-09-19T00:00:00.000Z"}],"interfaces":[],"origin":"seed","notes":[],"createdAt":"2026-09-19T00:00:00.000Z","updatedAt":"2026-09-19T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_cua-s1-cua-s1-forms","claims":{"name":"CUA-S1 / CUA-S1-FORMS","summary":"CUA-S1 = trycua’s open-source line of small “System One” specialists for computer use (not general chat). First public member CUA-S1-FORMS: a ~706k-param one-pass option scorer that, given a UI element context + typed options (fill … / check / click / skip), returns a probability per option in one forward pass.","kind":"resource","publisher":"","homepage":"https://cua.ai","repoUrl":"https://github.com/trycua/cua","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"CUA-S1 = trycua’s open-source line of small “System One” specialists for computer use (not general chat). First public member CUA-S1-FORMS: a ~706k-param one-pass option scorer that, given a UI element context + typed options (fill … / check / click / skip), returns a probability per option in one forward pass.","cost":"unknown"}],"interfaces":[],"composabilityRationale":""},"relations":[{"from":"cua-s1-cua-s1-forms","to":"agentation","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cua-s1-cua-s1-forms","to":"clapper","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cua-s1-cua-s1-forms","to":"cloudflare-quick-tunnels","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cua-s1-cua-s1-forms","to":"codex-security-plugin","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cua-s1-cua-s1-forms","to":"company-brain","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cua-s1-cua-s1-forms","to":"container","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cua-s1-cua-s1-forms","to":"pixel-point-aval","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"cua-s1-cua-s1-forms","to":"is-agentic","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[],"claimVerification":[],"explain":{"score":3,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-19-trycua-cua-s1-forms.md\nCUA-S1 = trycua’s open-source line of small “System One” specialists for computer use (not general chat). First public member CUA-S1-FORMS: a ~706k-param one-pass option scorer that, given a UI element context + typed options (fill … / check / click / skip), returns a probability per option in one forward pass.","at":"2026-09-19T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is 2026-09-19. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-19-trycua-cua-s1-forms.md\nCUA-S1 = trycua’s open-source line of small “System One” specialists for computer use (not general chat). First public member CUA-S1-FORMS: a ~706k-param one-pass option scorer that, given a UI element context + typed options (fill … / check / click / skip), returns a probability per option in one forward pass.","at":"2026-09-19T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":3},{"slug":"design-spells","name":"Design Spells","summary":"Design Spells is a browsable visual reference library for small interface details—especially motion, interaction states, easter eggs, transitions, buttons, dynamic-island behavior, and 3D/“fun” product moments. It organizes examples by both tags and source product/app, with individual “spell” entries that pair a recorded interaction with lightweight taxonomy.","kind":"kit","homepage":"https://designspells.com/","publisher":"","hasMcp":false,"hasApi":false,"costRange":"unknown","composabilityRationale":"","functions":["connect"],"functionProbabilities":[],"slices":[{"functionId":"connect","label":"Connect","note":"Design Spells is a browsable visual reference library for small interface details—especially motion, interaction states, easter eggs, transitions, buttons, dynamic-island behavior, and 3D/“fun” product moments. 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It organizes examples by both tags and source product/app, with individual “spell” entries that pair a recorded interaction with lightweight taxonomy.","at":"2026-08-06T00:00:00.000Z"}],"interfaces":[],"origin":"seed","notes":[],"createdAt":"2026-08-06T00:00:00.000Z","updatedAt":"2026-08-06T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_design-spells","claims":{"name":"Design Spells","summary":"Design Spells is a browsable visual reference library for small interface details—especially motion, interaction states, easter eggs, transitions, buttons, dynamic-island behavior, and 3D/“fun” product moments. 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Same kind and overlapping capability."}],"signals":[],"claimVerification":[],"explain":{"score":3,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/design/2026-08-06-designspells-ui-motion.md\nDesign Spells is a browsable visual reference library for small interface details—especially motion, interaction states, easter eggs, transitions, buttons, dynamic-island behavior, and 3D/“fun” product moments. 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An in-page example compares one answer's time and dollar cost with another search method and is not a price list.","functions":["code","index","route","search","test","connect","deploy","embed"],"slices":[{"functionId":"connect","label":"Source connectors","note":"Continuously syncs company tools, with 50+ connectors named as a class and GitHub, Drive, Slack, and Confluence shown as indexed sources.","cost":"Unknown"},{"functionId":"index","label":"Permissioned index","note":"Indexes synced sources and keeps the index inside the customer's infrastructure.","cost":"Unknown"},{"functionId":"embed","label":"Embeddings","note":"States that embeddings stay in the customer's infrastructure.","cost":"Unknown"},{"functionId":"search","label":"Parallel enterprise search","note":"Searches indexed sources in parallel rather than one source at a time.","cost":"Unknown"},{"functionId":"route","label":"Model routing","note":"Swap model providers, route teams to different models, or run open weights on the customer's GPUs. Anthropic is named as a routing target.","cost":"Unknown"},{"functionId":"code","label":"code","note":"Inferred from executor","cost":"Unknown"},{"functionId":"test","label":"test","note":"Inferred from executor","cost":"Unknown"},{"functionId":"deploy","label":"deploy","note":"Inferred from executor","cost":"Unknown"}],"interfaces":[],"composabilityRationale":"No public HTTP API or MCP server is declared. The page says Onyx syncs 50+ connectors, enforces source permissions at query time, routes teams to different models or self-hosted open weights, and provides context to humans and agents. How an external agent invokes Onyx is not specified. A contrast with one-source-at-a-time MCP search does not state that Onyx itself exposes MCP."},"relations":[{"from":"onyx","to":"rtk","kind":"fills-same-slot-as","note":"Shared functions code, search, test. Can fill the same function slot."},{"from":"onyx","to":"rea","kind":"fills-same-slot-as","note":"Shared functions code, connect, test. Can fill the same function slot."},{"from":"onyx","to":"best-code-execution-sandbox-for-ai-agents-in-2026","kind":"fills-same-slot-as","note":"Shared functions code, deploy, route, test. Can fill the same function slot."},{"from":"onyx","to":"gosearch-for-slack-agentic-enterprise-search-custom-ai-agents-and-workflow-au","kind":"fills-same-slot-as","note":"Shared functions code, connect, deploy, search. Can fill the same function slot."},{"from":"onyx","to":"pen-dev","kind":"fills-same-slot-as","note":"Shared functions code, connect, embed. Can fill the same function slot."},{"from":"onyx","to":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","kind":"fills-same-slot-as","note":"Shared functions code, connect, deploy. Can fill the same function slot."},{"from":"onyx","to":"executor","kind":"fills-same-slot-as","note":"Shared functions code, connect. Can fill the same function slot."},{"from":"onyx","to":"magika","kind":"fills-same-slot-as","note":"Shared functions route, test. Can fill the same function slot."}],"explain":{"score":3,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. 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Freshness is omitted unless observed as a signal.","sources":[{"kind":"web","label":"executor","url":"https://onyx.app","excerpt":"# Complete Context for Your Humans and Agents\n\nOnyx connects to your enterprise knowledge and gives humans and agents accurate, fast, and token-efficient context.\n\nBook a Demo\n\nTry for Free\n\nThe world's top teams trust Onyx to be their prim","at":"2026-10-15T07:03:37.498Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":3},{"slug":"pixel-point-aval","name":"Pixel Point Aval","summary":"Aval is a web-only format + runtime for short prerendered animation: continuous partial loops, user-defined states, authored triggers, bounded transitions, packed transparency, and host-owned fallback markup. 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Central idea (README): encode independently decodable motion units and a small deterministic state graph in one .avl asset.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-16-pixel-point-aval-interactive-web-video.md\nAval is a web-only format + runtime for short prerendered animation: continuous partial loops, user-defined states, authored triggers, bounded transitions, packed transparency, and host-owned fallback markup. 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Same kind and overlapping capability."},{"from":"pixel-point-aval","to":"clapper","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"pixel-point-aval","to":"cloudflare-quick-tunnels","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"pixel-point-aval","to":"codex-security-plugin","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"pixel-point-aval","to":"company-brain","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"pixel-point-aval","to":"container","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"pixel-point-aval","to":"cua-s1-cua-s1-forms","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"pixel-point-aval","to":"is-agentic","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[],"claimVerification":[],"explain":{"score":3,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-16-pixel-point-aval-interactive-web-video.md\nAval is a web-only format + runtime for short prerendered animation: continuous partial loops, user-defined states, authored triggers, bounded transitions, packed transparency, and host-owned fallback markup. Central idea (README): encode independently decodable motion units and a small deterministic state graph in one .avl asset.","at":"2026-07-16T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is 2026-07-16. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-16-pixel-point-aval-interactive-web-video.md\nAval is a web-only format + runtime for short prerendered animation: continuous partial loops, user-defined states, authored triggers, bounded transitions, packed transparency, and host-owned fallback markup. Central idea (README): encode independently decodable motion units and a small deterministic state graph in one .avl asset.","at":"2026-07-16T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":3},{"slug":"slate","name":"Slate","summary":"Private voice journal for iPhone with one rule: nothing leaves your phone (optional encrypted iCloud backup only if user enables it). Speak → on-device transcript → on-device “reflection” (topic / how it sat / one observation). 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Speak → on-device transcript → on-device “reflection” (topic / how it sat / one observation). Local model is an observer — no advice, comfort, or reply.","at":"2026-07-22T00:00:00.000Z"}],"interfaces":[],"origin":"seed","notes":[],"createdAt":"2026-07-22T00:00:00.000Z","updatedAt":"2026-07-22T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_slate","claims":{"name":"Slate","summary":"Private voice journal for iPhone with one rule: nothing leaves your phone (optional encrypted iCloud backup only if user enables it). Speak → on-device transcript → on-device “reflection” (topic / how it sat / one observation). Local model is an observer — no advice, comfort, or reply.","kind":"app","publisher":"Eli Rousso","costRange":"unknown","functions":["connect"],"slices":[{"functionId":"connect","label":"Connect","note":"Private voice journal for iPhone with one rule: nothing leaves your phone (optional encrypted iCloud backup only if user enables it). Speak → on-device transcript → on-device “reflection” (topic / how it sat / one observation). Local model is an observer — no advice, comfort, or reply.","cost":"unknown"}],"interfaces":[],"composabilityRationale":""},"relations":[{"from":"slate","to":"alex","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slate","to":"cn","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slate","to":"concentrate-ai","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slate","to":"dory","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slate","to":"google-workspace-cli","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slate","to":"larasend","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slate","to":"littlejs-mini-arcade","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."},{"from":"slate","to":"mailcheap","kind":"alternative-to","note":"Shared functions connect. Same kind and overlapping capability."}],"signals":[],"claimVerification":[],"explain":{"score":3,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-22-eli-rousso-slate-private-voice-journal.md\nPrivate voice journal for iPhone with one rule: nothing leaves your phone (optional encrypted iCloud backup only if user enables it). Speak → on-device transcript → on-device “reflection” (topic / how it sat / one observation). Local model is an observer — no advice, comfort, or reply.","at":"2026-07-22T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is 2026-07-22. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-07-22-eli-rousso-slate-private-voice-journal.md\nPrivate voice journal for iPhone with one rule: nothing leaves your phone (optional encrypted iCloud backup only if user enables it). Speak → on-device transcript → on-device “reflection” (topic / how it sat / one observation). Local model is an observer — no advice, comfort, or reply.","at":"2026-07-22T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":3}]}