engraphis

by Coding-Dev-Tools · Memory & Knowledge · ★ 181

engraphis is an MCP server by Coding-Dev-Tools. Local-first, inspectable memory for coding agents: durable context across sessions and repositories, code-aware recall, bi-temporal history, MCP, and a self-hosted WebUI. It has 181 GitHub stars and ranks #251 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: Coding-Dev-Tools
GitHub stars: 181
This week: Tracking since 18 Oct 2026
Language: Python
License: Apache-2.0 (open source)
Last update: 2026-10-24 (today)
Links: Source Website

agent-memory
ai-agents
developer-tools
knowledge-graph
local-first
mcp
python
self-hosted

How to install engraphis

Install steps differ per project, so follow the README in the engraphis 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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MCP servers for Python projects1198

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 engraphis?

engraphis is an MCP server by Coding-Dev-Tools in the Memory & Knowledge category. Local-first, inspectable memory for coding agents: durable context across sessions and repositories, code-aware recall, bi-temporal history, MCP, and a self-hosted WebUI. It has 181 GitHub stars and ranks #251 of 1287 in Memory & Knowledge by stars.

Is engraphis free and open source?

Yes. engraphis is published under the Apache-2.0 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 engraphis?

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.