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

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

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.

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

Local, deterministic code intelligence for developers and AI coding assistants — cited answers about symbols, callers, references, routes, and change impact, without dumping your repo into a context window.

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

Your coding agent is smart. Your legacy codebase is the problem. Reify gives it the context to understand and safely change large, unfamiliar codebases — 100% locally.

Local, API-free RAG assistant that lets you chat with any codebase — AST-aware chunking, Ollama embeddings/LLM, Chroma vector store, multi-repo switching, FastAPI + chat UI.

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.

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.

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).

🔍 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.

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

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.