Awesome MCP Servers

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

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Put performance and error data directly in the hands of your AI assistant.

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.

An advanced web research server with intelligent search queuing, enhanced content extraction, and deep research capabilities.

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

A guide and example code for deploying MCP servers cost-effectively on AWS and integrating them with AI agent frameworks.

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

Automate desktop actions like mouse control, keyboard input, and taking screenshots.

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.

Manage DigitalOcean resources and perform actions using the DigitalOcean API.

Send and manage message notifications and interactions with DingTalk / DingDing.

Enables asynchronous communication between AI agents and users through Discord, ideal for long-running tasks.

A daemon to orchestrate MCP servers as Docker containers and configure AWS ALB path-based routing.

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.