Local code intelligence MCP server and CLI for AI coding agents

Local-first, zero-key semantic code search for large and custom codebases — hybrid vector + keyword retrieval with symbol-aware chunking. Usable as a CLI, Python library, REST API, or web UI.

Local‑first MCP server for multi‑repository semantic code search with Qdrant and Ollama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf.

Local-first codebase indexing for Claude Code, Codex CLI, OpenCode & AI coding agents — hybrid FTS5 + Tree-sitter + graph search, fully offline.

CloneHunter finds duplicate code across mixed-language repositories. It runs a semantic retrieval pipeline with model inference and indexing to catch harder, non-trivial duplicate patterns.

Code intelligence MCP server for AI coding agents. AST-level codebase understanding — semantic search, symbol navigation, real reference graphs, and cross-language bridge detection across many languages. Local-first; works with any MCP client (Claude Code, Cursor, Copilot).

Information retrieval on source code through natural language queries

Semantic Code Search using GPT2 small model as Code and Query Encoder