The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Local codebase memory, auto-generated wiki, and interactive architecture dashboard for Claude Code and MCP. AST indexing, call graphs, hybrid search, topology analysis. 0 tool calls, 3-8x fewer tokens, everything stays on your machine.

Turning messy repos into weapons of mass structured context.

🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher

mind readingly accurate, blazingly fast codebase search, written in pure rust.

Turn your codebase into a knowledge graph. 11 MCP tools for AI code assistants — search, impact analysis, shortest path, semantic similarity, and more.

Intelligent codebase context engine for AI coding agents. Semantic RAG from source code via MCP tools.

RAG-powered assistant that ingests any GitHub repo and answers natural-language questions about the codebase using LangChain + GPT-4o

Open-source codebase intelligence you can self-host. Real AST + dependency graph + grounded retrieval. AGPL-3.0. Built for devs priced out of enterprise tooling.

AI-powered coding assistant that understands YOUR codebase. Get answers, generate tests, refactor code.

Cloudflare AI Search toolkit: MCP server, streaming /ask Worker, docs widget, and git-to-R2 corpus sync. AGPL.

CLI tool that indexes any codebase into a local vector database and answers natural language questions about the code with exact file and line citations. Built with TypeScript, Tree-sitter AST parsing, local HuggingFace embeddings, and multi-provider LLM support (Gemini, Claude, GPT-4o, Groq, Mistral).

AST-aware code indexer, search engine, and knowledge graph for AI agents.

7-Stage Local RAG Engine over Codebases — Crawler, Chunker, Embedder, VectorIndex, Retriever, ContextPacker, AnswerSynthesizer. ~3200 LOC. MiMo + Hermes.

Blazing fast, zero-dependency repository analysis and refactoring toolchain for AI-assisted workflows

🔍 GrepAI - Local AI-powered codebase search MCP Server. Self-hosted MCP server with GPU-accelerated LLM support (llama.cpp/vLLM). Search, analyze, and navigate your codebase with Claude Code or any MCP-compatible AI agent. One-command installation.

CLI codebase search powered by TF-IDF. No cloud required.

A source-aware debugging assistant that indexes codebases, stack traces, and docs to propose grounded fixes.

Self-hosted team brain for AI coding agents — code, docs, and decisions in one hybrid-searchable index, served over MCP