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

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

A server that bridges Google Sheets, Azure AI, and MQTT APIs.

Perform semantic search and retrieval augmented generation over your Apple Notes.

Manage and query custom knowledge bases using webhook endpoints.

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

An MCP server for integrating with the Ashby Applicant Tracking System (ATS).

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

Integrate Atlassian products like Confluence and Jira with the Model Context Protocol.

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.

A base template for creating new MCP servers, designed for easy containerized deployment with Docker.

Claude Code sucks at design. Let it delegate it's tasks to better models. Claude will use the MCP to get leaderboard of best design models and query specific code changes using OpenRouter.

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

MCP server that enables AI assistants to build, test, and debug Zotero plugins via 26 tools for UI inspection, JS execution, logging, and more.

A browser automation agent using the Model Context Protocol (MCP) to enable browser interactions.

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

A secure MCP server for browser automation with enhanced security features like multi-layered protection and session isolation.

A Python-based server to install and configure other MCP servers from PyPI, npm, or local directories.

An interface for interacting with the Bybit cryptocurrency exchange API.

An intelligent assistant for managing calendars and tasks.

A server that translates Chinese text into cute cat language expressions.

An example of a remote, authentication-free MCP server deployable on Cloudflare Workers.

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.

A local MCP server that breaks on demand. Test your client against auth failures, disappearing tools, flaky responses, and token expiry, all from a web UI.