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compass
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compass

Active·★ 73·Apache-2.0·Updated 2026-04-21

Compass is a context engine that builds a temporal knowledge graph connecting entities, relationships, and documents across systems. It provides AI-native capabilities, hybrid search, impact analysis, and an open type system. It can be used to query and traverse organizational knowledge for humans and AI agents.

#ai-agents#context-engine#context-engineering#context-graph#knowledge-graph#mcp#mcp-servers
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#model-context-protocol
$ Install
$ git clone https://github.com/raystack/compass.git && cd compass && make
↗ Visit site★ GitHub
01

Features

01AI-Native: Composable MCP tools for AI agent interaction
02Knowledge Graph: Typed, directed, temporal relationships
03Context Assembly: Multi-hop bidirectional traversal
04Impact Analysis: Blast radius analysis
05Hybrid Search: Keyword and semantic search
02

Compatibility

macOS
macOS
Verified via docs
Linux
Linux
Verified via docs
Windows
Windows
Verified via docs
Docker
Docker
Verified via docs
03

Quick start

1
$ git clone https://github.com/raystack/compass.git
2
$ cd compass
3
$ make
04

Use cases

↳Search across organizational systems for entities and relationships
↳Explore context and dependencies around any entity
↳Analyze impact of changes across systems
05

Alternatives

⚡Top VS:
VSContextGraph★22→VSmcp-memory-libsql★87→VSmcp-ts-core★152→

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On this page
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raystack /
compass
↗

Compass is a context engine that builds a knowledge graph of your organization's metadata, capturing entities, relationships, and lineage across systems and time, making it discoverable and queryable for both humans and AI agents.

73Apache-2.0
Last commit6mo ago
StatusActive
CategoryRAG / Knowledge Base
Links
Documentation↗Discussion↗Issues↗Releases↗
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