ijfw
ijfw is an MCP server by FerroxLabs. IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-audits, disciplined workflow. It has 214 GitHub stars and ranks #231 of 1287 in Memory & Knowledge by stars.
- Category
- Memory & Knowledge
- Author
- FerroxLabs
- GitHub stars
- 214
- This week
- Tracking since 18 Oct 2026
- Language
- JavaScript
- License
- MIT (open source)
- Last update
- 2026-10-19 (5 days ago)
- Links
- SourceWebsite
How to install ijfw
Install steps differ per project, so follow the README in the ijfw 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.
Also listed in
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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 ijfw?
ijfw is an MCP server by FerroxLabs in the Memory & Knowledge category. IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-audits, disciplined workflow. It has 214 GitHub stars and ranks #231 of 1287 in Memory & Knowledge by stars.
Is ijfw free and open source?
Yes. ijfw 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 ijfw?
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.
Alternatives to ijfw
All 1287 Memory & Knowledge MCP servers →
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