AgentIndex icon
AgentIndex
ToolsCategoriesTrendingNewCompare
Submit Tool
Home/
RAG / Knowledge Base/
compass
compass logo

compass

Active·★ 67·Apache-2.0·Updated 2026-04-21
★ Trending★ RAG / Knowledge Base

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.

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
© 2026 AgentIndex.app|Built by a 10-year iOS Developer.
QYSGitHubBuy me a coffee ☕

Browse by Category

Code AssistantWorkflow AutomationRAG / Knowledge BaseMulti-AgentBrowser AutomationLLM InfraDev ToolingObservability

Not affiliated with Anthropic, OpenAI or Microsoft.

#context-engine
#context-engineering
#context-graph
#knowledge-graph
#mcp
#mcp-servers
#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

mindsdb logo
mindsdb★ 39.2k
Federated Query Engine for AI - The only MCP Server you'll ever need
vs →
Brave Search MCP logo
Brave Search MCP★ 86.5k
Allow your AI Agent to search the real-time internet using Brave Search API. Essential for getting up-to-date information.
vs →
fastmcp logo
fastmcp★ 25.4k
🚀 The fast, Pythonic way to build MCP servers and clients.

Related searches

compass AlternativesBest RAG / Knowledge Base Tools 2026Open Source RAG / Knowledge Basecompass Tutorialcompass Vs Competitorsai-agentscontext-enginecontext-engineering

Comments

Log in to leave a comment
  • S
    Spencer AndersonMay 16, 2026

    Good integration with existing data catalog tools

  • R
    Remy ZhangApr 21, 2026

    The context engine approach provides persistent organizational intelligence across AI workflows

  • P
    Parker BrownApr 18, 2026

    Used for enterprise search and knowledge management, the graph quality improves with usage

  • J
    Jamie JacksonApr 16, 2026

    Knowledge graph of organizational context is the right foundation for enterprise AI

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 67
Last commit
vs →
FunASR logo
FunASR★ 16.6k
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.
vs →
nuclear logo
nuclear★ 17.7k
Streaming music player that finds free music for you
vs →
agents-best-practices logo
agents-best-practices★ 1.1k
Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.
vs →
holaOS logo
holaOS★ 5.4k
The agent environment for long-horizon work, continuity, and self-evolution.
vs →
csharp-sdk logo
csharp-sdk★ 4.3k
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
vs →
See all alternatives →
1mo ago
StatusActive
LicenseApache-2.0
CategoryRAG / Knowledge Base
Trend (30d)
+2.6↑ 0.5%
Links
Documentation↗Discussion↗Issues↗Releases↗

Deploy on DigitalOcean — Get $200 Free Credit

Ad