RepoMind
AI-powered code understanding · MCP-native

RepoMind

Ask any question about any GitHub repository and get precise,cited answers — powered by a local RAG pipeline you control.

Live Demo
View on GitHub·Open source

Most code tools map your syntax.
We map your business intent.

RepoMind goes beyond simple file references and raw vector similarity. We parse your entire codebase to extract semantic groups—like authentication, payments, and data access—so you can trace real architectural purpose.

Typical Vector Search

Chunks and similarity scores. No sense of what connects to what, leaving you guessing about true architectural impact.

RepoMind
Authentication
verifyToken()loginHandler()
Data Layer
queryUser()connectDb()migrate()
API Routes
/api/v1/auth/api/v1/users

Grouped by what the code actually does — traceable through real call and import relationships, directly mapped to your logic.

Built for deep repository understanding

Everything you need to navigate, analyze, and query complex codebases faster and with total confidence.

Interactive Code Graph

Explore an interactive map of files, functions, and classes built from real AST parsing with tree-sitter—not just shallow text similarity.

Hybrid GraphRAG Retrieval

Combines fast vector search with structural graph traversal. Answers about multi-file logic and deep dependencies never get missed.

Business Logic Tagging

Functions and files are automatically grouped by semantic purpose, mapping raw syntax directly to concepts like authentication and payments.

Layer-Based Exploration

Filter the noise. Instantly toggle between Frontend, Backend, Testing, or Deployment layers to focus entirely on the architectural slice you need.

Works Inside Your IDE

Use RepoMind directly inside Claude Code, Cursor, and other tools via our built-in MCP server. No separate app or context switching required.

Guided Code Tours

Stop exploring blind. Step sequentially through tagged logic groups to understand how a specific feature was implemented from start to finish.

Get started in 30 seconds

A fully local MCP server — no cloud, no API keys required.

shell
# 1. Clone the repo and install dependencies

git clone https://github.com/srishti-rawat/RepoMind.git

cd RepoMind/repomind-mcp && npm install



# 2. Build the MCP server

npm run build



# 3. Add to your IDE's MCP config (e.g. ~/.cursor/mcp.json)

node dist/index.js

Works with Claude Code, Cursor, Windsurf, and other MCP-compatible tools.