OpenShip

[ Score explain ]

Why the Score is 11

Score v2 uses only observed signals. The displayed contribution is weight × value × 100. Missing factors are insufficient evidence.

insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

insufficient evidence

10% weight × 0.67 value

6.7 points

An MCP surface is declared. An API is declared. Cost is unknown. 2 of 3 checklist fields are complete.

14% weight × 0.29 value

4.0 points

4 sources cover 1 evidence types. The latest dated evidence is 2026-07-18. Freshness is omitted unless observed as a signal.

insufficient evidence

insufficient evidence

insufficient evidence

Total10.70 → 11 after rounding

GitHub health: insufficient evidence

Agent use: insufficient evidence

Human notes: insufficient evidence

Composability: insufficient evidence

Benchmarks: insufficient evidence

[ Claims ]

Publisher-asserted record

Claims are what the publisher declares. Score uses observed signals, not these assertions, except for checklist fields derived from interfaces. MCP, API, cost, and license claims are marked verified, unverified, or contradicted from intake evidence.

Kind: app
Interfaces: Interface
mcp
Model Context Protocol server

Interface
cli
Command-line interface

Interface
http
HTTP API
Functions: Function
Deploy
put software into a runtime
Deploy Browse Deploy

Function
Connect
speak a protocol (MCP, API, CLI)
Connect Browse Connect

Function
Tool-call
invoke an external action
Tool-call Browse Tool-call

[ Capability slices ]

Compose the useful parts.

deploy

Deploy

Open-source application platform to build, deploy, operate, and scale apps on infrastructure you own (VPS, dedicated, cloud VM, homelab). Pitch: replace a pile of deployment tools + managed services with one OSS control plane. Interfaces claimed: web dashboard, native desktop app, CLI, REST API, MCP for AI agents.

unknownCompose with this

connect

Connect

Open-source application platform to build, deploy, operate, and scale apps on infrastructure you own (VPS, dedicated, cloud VM, homelab). Pitch: replace a pile of deployment tools + managed services with one OSS control plane. Interfaces claimed: web dashboard, native desktop app, CLI, REST API, MCP for AI agents.

unknownCompose with this

tool-call

Tool-call

Open-source application platform to build, deploy, operate, and scale apps on infrastructure you own (VPS, dedicated, cloud VM, homelab). Pitch: replace a pile of deployment tools + managed services with one OSS control plane. Interfaces claimed: web dashboard, native desktop app, CLI, REST API, MCP for AI agents.

unknownCompose with this

[ Relations ]

Derived alternatives and shared slots

Fills the same slot asMonetization Gateway Shared functions connect, tool-call. Can fill the same function slot.
Fills the same slot asRailcode Shared functions deploy, tool-call. Can fill the same function slot.
Fills the same slot asAtomic Agent Shared functions connect, tool-call. Can fill the same function slot.
Fills the same slot asAgent Sandbox Shared functions deploy, tool-call. Can fill the same function slot.
Fills the same slot asComparing AI agent sandbox platforms: E2B, Modal, Daytona, and more Shared functions connect, deploy. Can fill the same function slot.
Fills the same slot asGoSearch for Slack: Agentic Enterprise Search, Custom AI Agents, and Workflow Au Shared functions connect, deploy. Can fill the same function slot.
Fills the same slot asOnyx Shared functions connect, deploy. Can fill the same function slot.

[ Signals ]

Observed evidence

Each signal carries source, method, and observedAt. Unobserved metrics stay insufficient evidence.

humanCompendium resource card ×4

No social source is stored.

[ Notes ]

No notes are stored.

Frequency in Leyline's observed sample

Why the Score is 11

Publisher-asserted record

Compose the useful parts.

Deploy

Connect

Tool-call

Derived alternatives and shared slots

Observed evidence