# knitbrain MCP server

> Provides a local-first memory and workflow enforcement layer for coding agents to prevent context bloat and ensure goal completion.

- Repository: https://github.com/PDgit12/knitbrain
- Page: https://hostedmcp.org/servers/pdgit12/knitbrain
- Transport: —
- Stars: 6
- License: MIT

## FAQ

### How does knitbrain save context?

It uses lossless compression, function-level retrieval instead of whole files, and persistent memory to reduce token usage.

### Which agent platforms are supported?

It supports Claude Code, Codex CLI, Cursor, Gemini CLI, VS Code Copilot, and Windsurf.

### Is my data sent to the cloud?

No, everything is local-first and stays on your machine.

### How much context can I save?

Users can expect an average reduction of approximately 46% over real tool-result tokens.