graphmind

by aouicher · Memory & Knowledge · ★ 216

graphmind is an MCP server by aouicher. Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools. It has 216 GitHub stars and ranks #229 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: aouicher
GitHub stars: 216
This week: Tracking since 18 Oct 2026
Language: Rust
License: MIT (open source)
Last update: 2026-10-15 (9 days ago)
Links: Source Website

ai
ai-agent
ai-assistant
chatgpt
claude
claude-code
code-intelligence
cursor
embeddings
graph
graphmind
knowledge-graph
+6 more

How to install graphmind

Install steps differ per project, so follow the README in the graphmind repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Maintain this project? Get it featured ($99/mo, pinned at the top of Memory & Knowledge) or see what featuring includes.

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Frequently asked questions

What is graphmind?

graphmind is an MCP server by aouicher in the Memory & Knowledge category. Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools. It has 216 GitHub stars and ranks #229 of 1287 in Memory & Knowledge by stars.

Is graphmind free and open source?

Yes. graphmind is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to graphmind?

Other Memory & Knowledge projects on MCP Harbor include open-webui, graphify, claude-mem. Each alternative links to its own page with stars, license and recent activity. The Memory & Knowledge category ranks all 1287 by stars, and you can re-sort it by growth this week.

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.