danyQe/codebase-mcp
Open-source AI development assistant via Model Context Protocol (MCP). Turn Claude or any LLM into your personal coding assistant. Privacy-first with local semantic search, AI-assisted editing, persistent memory, and quality-checked code generation. Built for Python & React. Free alternative to paid AI coding tools.
Based on the README, here's a technical summary that goes beyond the GitHub description: Implements a FastAPI backend server that exposes 13+ MCP tools via stdio transport, with a local FAISS vector index for sub-second semantic code search and persistent memory storage via SQLite. Leverages Google's free Gemini API exclusively for AI-assisted code edits while keeping all other operations localāsemantic search, memory recall, and file writing happen entirely on-device.
Stars
37
Forks
7
Language
Python
License
Apache-2.0
Category
Last pushed
Oct 07, 2025
Commits (30d)
0
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