Self-hosted semantic code search MCP server for Claude Code, Cursor, Codex and Copilot. Indexes many repos locally with tree-sitter AST chunking, a symbol graph (find usages) and git history, on Qdrant + local llama.cpp embeddings. Your code never leaves your machine. MIT.
Latest release v2.12.1 · 25 Oct 2026
2 files for Claude Code and Gemini CLI: paparats-mcp CLAUDE.md, paparats-mcp GEMINI.md — 6,137 tokens loaded in every session.
CLAUDE.md A 5,875 tok GEMINI.md A 262 tok These files are IBazylchuk/paparats-mcp's own configuration — they tell Claude Code and Gemini CLI how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.