Machine forms: JSON · Markdown

[ Component ]

appintake

Onyx

Open-source enterprise search and AI assistant that connects to internal knowledge sources, indexes them with source permissions, and supplies humans and agents with answers and context. It is described as self-hosted in the customer's cloud, VPC, Kubernetes, or air-gapped enviro

MCP noAPI noCost unknownLicence unknown

Open homepage

[ Observed sample ]

Frequency in Leyline's observed sample

The count is distinct observed stacks. It is not a Score input.

This component is not in Leyline's observed sample.

Record cmp_onyx

Open ranks

[ Score explain ]

Why the Score is 3

How Score works

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 × 0.00 value

0.0 points

No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.

14% weight × 0.18 value

2.5 points

1 sources cover 1 evidence types. The latest dated evidence is 2026-10-15. Freshness is omitted unless observed as a signal.

insufficient evidence

insufficient evidence

insufficient evidence

Total2.54 → 3 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: None recorded
Functions: Function
Code
write or edit programs
Code Browse Code

Function
Index
make retrieval cheap
Index Browse Index

Function
Route
send work to the right tool
Route Browse Route

Function
Search
find by query
Search Browse Search

Function
Test
prove behavior
Test Browse Test

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

Function
Deploy
put software into a runtime
Deploy Browse Deploy

Function
Embed
turn content into vectors
Embed Browse Embed
mcp: unverified · asserted false · https://onyx.app
api: unverified · asserted false · https://onyx.app
cost: unverified · asserted unknown · https://onyx.app
license: unverified · asserted · https://onyx.app

[ Capability slices ]

Compose the useful parts.

connect

Source connectors

Continuously syncs company tools, with 50+ connectors named as a class and GitHub, Drive, Slack, and Confluence shown as indexed sources.

UnknownCompose with this

index

Permissioned index

Indexes synced sources and keeps the index inside the customer's infrastructure.

UnknownCompose with this

embed

Embeddings

States that embeddings stay in the customer's infrastructure.

UnknownCompose with this

Parallel enterprise search

Searches indexed sources in parallel rather than one source at a time.

UnknownCompose with this

route

Model routing

Swap model providers, route teams to different models, or run open weights on the customer's GPUs. Anthropic is named as a routing target.

UnknownCompose with this

code

Inferred from executor

UnknownCompose with this

test

Inferred from executor

UnknownCompose with this

deploy

Inferred from executor

UnknownCompose with this

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 ]

Derived alternatives and shared slots

Fills the same slot asRTK Shared functions code, search, test. Can fill the same function slot.
Fills the same slot asREA Shared functions code, connect, test. Can fill the same function slot.
Fills the same slot asBest code execution sandbox for AI agents in 2026 Shared functions code, deploy, route, test. Can fill the same function slot.
Fills the same slot asGoSearch for Slack: Agentic Enterprise Search, Custom AI Agents, and Workflow Au Shared functions code, connect, deploy, search. Can fill the same function slot.
Fills the same slot aspen.dev Shared functions code, connect, embed. Can fill the same function slot.
Fills the same slot asComparing AI agent sandbox platforms: E2B, Modal, Daytona, and more Shared functions code, connect, deploy. Can fill the same function slot.
Fills the same slot asExecutor Shared functions code, connect. Can fill the same function slot.
Fills the same slot asMagika Shared functions route, test. Can fill the same function slot.

[ Signals ]

Observed evidence

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

webexecutor

No social source is stored.

[ Notes ]

No notes are stored.