Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

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

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

Integrate with the Codehooks.io serverless backend platform.

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.

A local Python MCP server that exposes the Codemagic CI/CD REST API as Claude-callable tools.

Search and run capsules, execute pipelines, and manage data assets on the Code Ocean platform.

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.

Search and access programming resources from Stack Overflow, MDN, GitHub, npm, and PyPI.

Task management redesigned for AI, integrated via the CodeRide MCP server.

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.

CLI token optimizer and AI context generator with built-in MCP server. Scans codebases to extract routes, schema, components, and dependencies 9x–13x token reduction for Claude Code, Cursor, Copilot, Codex, and Windsurf.