Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

A Rust-based CLI tool for code-related tasks, operating as an MCP server.

Easily provide codebase context to Large Language Models (LLMs).

Provides AI assistants with a comprehensive, one-time analysis for complete codebase context and understanding.

An intelligent codebase search engine that transforms local codebases into a natural language queryable knowledge base.

A server for secure and efficient codebase analysis.

Analyzes, optimizes, and detects duplicates in codebases for Claude Code.

Provides code context from local git repositories.

Provides code context and analysis for AI assistants using WebAssembly Tree-sitter parsers.

Your AI Code Review Council - Get diverse perspectives from multiple AI models in parallel.

Enables AI assistants to write, edit, and manage code files directly in a specified directory, respecting .gitignore patterns.

Generates and queries a graph representation of a codebase.

An MCP server that indexes local code into a graph database to provide context to AI assistants.

Code Rag with Graph - local only installation

A blazingly fast codebase graphRAG implementation in 100% Rust

A server for code indexing, searching, and analysis, enabling LLMs to interact with code repositories.

A local-first code indexer that enhances LLMs with deep code understanding. It integrates with AI assistants via the Model Context Protocol (MCP) and supports AI-powered semantic search.

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase. Pre-built index committed to git, instant queries via MCP.

A knowledge management tool for code repositories using vector embeddings, powered by a local Ollama service.

Utilize Codelogic's rich software dependency data in your AI programming assistant.

Interact with CodeRabbit AI reviews on GitHub pull requests.

Integrate with CodeRabbit AI for automated code reviews, pull request analysis, and report generation.

CodeReaper is an AI-driven MCP tool for Cursor that finds and removes dead JavaScript by exploring real UIs and capturing V8 coverage

Enhances Claude's ability to solve complex programming tasks through structured, step-by-step thinking.

Run code snippets in various programming languages and view the output.

Execute JavaScript and Python code in a secure sandbox. Supports Deno for JS/TS and Pyodide for Python, with configurable permissions.

A secure sandbox for executing code in Docker containers, providing a safe environment for AI applications.

Code Scalpel is an MCP server that upgrades your AI coding agent with surgical, graph-based tools for precise analysis, atomic refactoring, and 99% lower token costs.

Scans code files for definitions, respects .gitignore, and outputs in LLM-friendly formats like XML or Markdown.

Advanced code search and transformation powered by ugrep and ast-grep for modern development workflows.

Graph-powered code intelligence MCP server with semantic search, knowledge graph, and dependency analysis for Claude Code, Cursor, and Copilot.