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

A minimal file bundling and tagging tool for AI development, featuring a web interface and MCP server mode for AI integration.

Integrate with CockroachDB, a cloud-native, distributed SQL database.

A server for direct interaction with CockroachDB databases.

Retrieve README files and package information from CocoaPods.

Interact with the Coda API to manage documents and pages, including creating, reading, updating, and deleting.

Access the Codacy API to analyze code quality, coverage, and security for your repositories.

A modular MCP server for code analysis, supporting file operations, code search, and structure analysis.

A server for code modification and generation using Large Language Models.

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

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.

Code Rag with Graph - local only installation

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

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

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

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.

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.

Generate beautiful, shareable images from code snippets with syntax highlighting and multiple themes.

A command-line tool that summarizes code files in a directory using Gemini Flash 2.0.

Hot reload remote containerized Python applications directly from your IDE.

Analyzes local and remote GitHub repositories to provide code understanding and context generation, including structure analysis, file identification, and semantic mapping.

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.