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

MCP server that connects to any bank, credit card, investment, loan, insurance, utility, or billing account, and retrieves balance, transactions, payment and identity data instantly.

Manages configurations for MCP clients, automatically detecting file paths based on OS and client.

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.

Explore and discover Model Context Protocol servers using natural language queries.

An advanced MCP server for intelligent conversation context management and session continuity, requiring the Claude Desktop application and a Node.js environment.

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.

An MCP server that uses Google's Gemini 1.5 Pro to generate concise summaries of various content types.

Provides positive reinforcement to LLMs by awarding 'cookies' as treats.

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.

Perform advanced CSV analysis and generate insights using Google's Gemini AI. Requires Gemini and Plotly API keys.

Provides real-time currency conversion and exchange rate data using the Frankfurter API.

Provides real-time currency conversion and exchange rate data using the Frankfurter API.

A versatile server with tools for date/time, file management, system info, text processing, and web operations.

Analyze and visualize data from .xlsx and .csv files using matplotlib and plotly.

Generate interactive data visualizations from natural language queries on a DuckDB database.

Connects to and interacts with various database systems like SQLite, PostgreSQL, SQL Server, and MongoDB.

Provides database access for SQLite, SQL Server, PostgreSQL, and MySQL.

Provides database access, supporting SQLite, SQL Server, PostgreSQL, and MySQL.

An MCP server that enables LLMs to interact with databases like MongoDB using natural language.

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

Performs deep web searches for information using the Tavily API.

A server for performing deep web searches using the @just-every/search library, requiring API keys via an environment file.