Awesome MCP Servers

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

Provides AI assistants with direct access to Mastra.ai's complete knowledge base.

Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.

Query the Materials Project database using the mp_api client. Requires an MP_API_KEY environment variable.

Execute MATLAB scripts and functions via MCP clients. Requires a local MATLAB installation.

Integrates with the Mautic marketing automation platform.

Tools to query latest Maven dependency information

Access real-time Maven Central intelligence for fast and accurate dependency information.

MCP server for Autodesk Maya

A discovery and recommendation service for exploring MCP servers using natural language queries.

A comprehensive crash course on the Model Context Protocol (MCP), covering everything from basic concepts to building production-ready MCP servers and clients in Python.

An agentic communication framework for multi-agent collaboration using MCP.

An MCP (Model Context Protocol) aggregator that allows you to combine multiple MCP servers into a single endpoint allowing to filter specific tools.

Automate Android devices using the uiautomator2 library, requiring adb and a connected device.

An MCP server for the Arduino CLI, offering tools to manage sketches, boards, libraries, and files.

Interact with Atlassian products like Confluence and Jira, supporting both Cloud and Server/Data Center deployments.

Analyzes audio files and extracts metadata, tailored for game audio development workflows.

Batch audio processing and optimization using FFmpeg. Modify sample rate, bitrate, volume, channels, and apply effects.

A server for backing up and restoring data for AI agents and code editing tools.

Securely access BigQuery datasets with intelligent caching, schema tracking, and query analytics via Supabase integration.

Uploads local images to Bilibili's image hosting service and returns a permanent HTTPS link.

A proxy server that enables existing REST APIs to be used as Model Context Protocol (MCP) servers.

A lightweight, LLM-agnostic RESTful proxy that unifies multiple MCP servers under a single API.

A browser automation service for capturing console output, useful for tasks like public sentiment analysis.

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.

An intelligent chatbot for automating tasks like browser control, web searches, and travel planning.

A production-ready MCP server for ChatGPT and o3-pro, featuring caching, cost tracking, and rate limiting.

Control the Chrome browser for web automation using an AI model. Requires the MCP Chrome extension.

A server for browser automation using Google Chrome, based on the MCP framework.

Interact with Hacker News through the Model Context Protocol (MCP), designed for Claude Desktop.

An integration for Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).