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 composable middleware framework for building sophisticated MCP server chains, inspired by Ruby Rack.

Enhances LLM reasoning by transforming prompts into Chain of Draft or Chain of Thought formats, improving quality and reducing token usage. Requires API keys for external LLM services.

Create real-time TradingView chart visualizations using the Chart-IMG API.

Generates TradingView chart visualizations using the Chart-IMG API.

A command-line interface for interacting with Model Context Protocol servers.

A Python client for connecting to Model Context Protocol (MCP) servers, supporting local scripts and npx packages.

A Python client that connects local LLMs via Ollama to Model Context Protocol servers, enabling them to use tools.

A server for bias-resistant AI code review using cross-model evaluation.

Allows LLMs to execute Python code within a specified and configurable Python environment.

Analyze and visualize code graphs using CodeGPT.

Execute code securely in isolated sandbox environments using the E2B API.

A server for securely executing commands on the host system, requiring Java 21 or higher.

A secure server for executing pre-approved system commands via an environment variable.

A web tool for safely adding MCP servers to your Claude Desktop configuration.

Edit the mcp.json configuration file for tools like AWS Q Developer and Claude Desktop.

A simple demonstration of the MCP Python SDK.

A service for dynamically creating, running, and managing Model Context Protocol (MCP) servers.

Perform EVM crypto wallet operations using ethers.js v5. Supports a private key environment variable for wallet operations.

A server for datetime formatting and file name generation, with support for various formats and timezones.

A reference implementation of a Model Context Protocol (MCP) server with example tools, prompts, and resources.

Extracts component information, including HTML, styles, and metadata, from Storybook design systems.

A modular and extensible MCP server with essential utilities for developers.

Returns the current developer's information.

Manage software development projects with full context awareness and Docker-based code execution.

A persistent development partner that prevents context drift and maintains project memory across all development sessions.

A development tools server for Git management, file operations, AI-assisted editing, and terminal execution, integrable with AI assistants and code editors.

A VS Code extension that provides real-time diagnostic problems like errors and warnings via the Model Context Protocol.

Provides documentation context to LLMs from local markdown files via MCP.

Provides direct access to local documentation files through a context.md file in the project root.

An AI-powered documentation server for code improvement and management, with Claude and Brave Search integration.