compass — MCP Server by raystack

by raystack · MCP Server · ★ 67

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About compass

Compass Compass is a context engine that builds a temporal knowledge graph of your organization — entities, relationships, and documents across every system — queryable by humans and AI agents alike. Search it. Traverse it. Reason over it. Key Features AI-Native -- Composable MCP tools let AI agents search, traverse, assess impact, and read documents over your organizational graph. Knowledge Graph -- Typed, directed, temporal relationships between entities including lineage, ownership, and custom edge types. Context Assembly -- Multi-hop bidirectional traversal builds a subgraph around any entity — the full picture in one call. Impact Analysis -- Blast radius analysis traces what depends on what and what breaks when something changes. Hybrid Search -- Keyword precision with semantic similarity using Postgres-native full-text search and pgvector embeddings. Documents -- Attach any document to entities — ru

ai-agentscontext-enginecontext-engineeringcontext-graphknowledge-graphmcpmodel-context-protocolsemantic-search

Quick Facts

Stars67
Forks8
LanguageGo
CategoryMCP Server
LicenseApache-2.0
Quality Score39.8/100
Open Issues4
Last Updated2026-04-21
Created2021-03-22
Platformsgo, mcp
Est. Tokens~320k

Compatible Skills

These tools work well together with compass for enhanced workflows:

  • wuphf — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (52%)
  • graph-memory — semantic(0.43)+complementary+similar_pop (50%)

compass alternative? Top 6 similar tools

Looking for a compass alternative? If you're comparing compass with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • omega-memory by omega-memory · ⭐ 160

    Persistent memory for AI coding agents

  • mengram by alibaizhanov · ⭐ 178

    Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn fro

  • mcp-memory-libsql by spences10 · ⭐ 84

    🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vect

  • Deepseekagents-DSA-Context-Engine by Deepseekagents · ⭐ 81

    Cost saving Cognitive Architecture for AI Agents. Infinite Context. Perfect Recall. Zero Hallucinations.

  • codegraph-rust by Jakedismo · ⭐ 151

    100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced

  • mcp by taskade · ⭐ 147

    🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and

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Frequently Asked Questions

What is compass?

compass is 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 queryabl. It is categorized as a MCP Server with 67 GitHub stars.

What programming language is compass written in?

compass is primarily written in Go. It covers topics such as ai-agents, context-engine, context-engineering.

How do I install or use compass?

You can find installation instructions and usage details in the compass GitHub repository at github.com/raystack/compass. The project has 67 stars and 8 forks, indicating an active community.

What license does compass use?

compass is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to compass?

The top alternatives to compass on Agent Skills Hub include omega-memory, mengram, mcp-memory-libsql. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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