Awesome MCP Servers

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.

Retrieve README files and package information from CocoaPods.

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

Provides semantic code search and codebase interaction features via the CodeAlive API.

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.

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.

Structural code quality analysis for Python with baseline-aware CI governance, canonical reports, and a triage-first MCP control surface for agents and IDEs.

A local MCP server for AI coding agents. AST-aware indexing, semantic search, and automatic compression. Your agent stops re-reading your entire codebase every session.

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