Discover Awesome MCP Servers

MySQL MCP Server

Enables AI applications to interact with MySQL databases through a secure interface, allowing database exploration, querying, and analysis with proper error handling and logging.

Tree-Hugger-JS MCP Server

Provides AI agents with powerful JavaScript/TypeScript code analysis and transformation capabilities using the tree-hugger-js library.

metricui

MCP server for MetricUI — a React dashboard component library. Provides AI coding tools with full API references, working examples, format suggestions, prop validation, and complete dashboard scaffolding for building analytics UIs.

PyMOL-MCP-Vis

Enables Claude to control PyMOL for molecular visualization and structural biology analysis. It uniquely features screenshot capture capabilities that provide a visual feedback loop, allowing the AI to see and verify the results of its commands.

QA Agent Pro

Enables AI assistants to perform automated web testing by controlling a Chrome browser to navigate, interact with pages, capture screenshots, extract console logs, and simulate mobile devices for responsive design testing.

Sherlock MCP Server

Enables username enumeration across 400+ social media platforms using the Sherlock OSINT tool. Perfect for open-source intelligence gathering, cybersecurity research, and investigating social media presence through AI assistants.

arXiv MCP Server

Enables LLMs to search, fetch, and manage arXiv research papers across various categories. It allows users to browse recent publications, query specific metadata, and retrieve full abstracts through a local database.

Translation MCP Server

A server for managing translation key insertions into the clubee database with automatic cache revalidation and detailed reporting features.

Figma MCP Server

Enables integration with Figma through the Model Context Protocol, allowing users to interact with Figma designs and files using their Personal Access Token. Provides containerized deployment options and Server-Sent Events endpoint for real-time communication.

AgentZone MCP

Enables LLMs to search, discover, and interact with over 37,000 verified on-chain AI agents through the AgentZone platform. Users can filter agents by capability and trust score, access network analytics, and manage agent registrations or payments.

MCP HydroCoder Vision

A local vision-language MCP server that enables Claude Code to perform image analysis, OCR, and UI-to-code generation using the Qwen3 VL 4B model via LM Studio. It provides privacy-focused visual processing by running entirely on the user's local hardware without external API dependencies.

OpenSimulator MCP Server

Enables control of OpenSimulator virtual world servers through console commands, supporting region management, user administration, terrain editing, object manipulation, and HyperGrid operations via the REST console API.

Minecraft RCON MCP Server

Connects AI agents to Minecraft servers via RCON to execute commands, monitor logs, and perform read-only SQLite database queries. It is specifically designed to facilitate AI-assisted plugin development, live debugging, and automated testing workflows.

Unity AI Bridge

Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools, zero dependencies

Fonoster MCP Server

MCP server that lists applications and phone numbers, and initiates outbound calls via Fonoster.

BuddyPress MCP Server

Enables AI assistants to interact with BuddyPress sites through the REST API v2. Supports comprehensive community management including activities, members, groups, profiles, messages, friendships, and notifications through natural language.

Tool Response Suppressor (MCP)

This MCP server verifies that an agent’s claimed tool output matches the actual response returned by a tool to prevent invented or distorted results. It flags mismatches, omissions, and invented fields to ensure downstream logic only processes verified tool data.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API. Allows users to search the web for information using natural language queries through the MCP protocol.

Demo MCP Server

A simple mcp server blocklet

Express MCP Server

A basic example of a serverless Model Context Protocol (MCP) server implemented using Netlify Functions with Express, enabling AI agents to interact with custom capabilities.

Markdown Notes MCP Server

Enables reading and managing markdown note files from a specified directory through natural language interactions.

GoClaw MCP Server

Enables AI assistants to manage GoClaw AI gateway infrastructure through a comprehensive suite of 66 tools for managing agents, sessions, and configurations. It provides real-time gateway context and guided workflows with enterprise-grade security features like audit logging and secret scrubbing.

productive-mcp

An MCP server for Productive.io that enables users to log time, inspect projects, and manage time entries using natural language commands. It features fuzzy project matching, local caching, and remembers default services per project for streamlined time tracking.

Context+

Context+ is a semantic intelligence server that transforms codebases into searchable, hierarchical feature graphs using RAG, Tree-sitter AST, and spectral clustering. It provides tools for deep code discovery, blast radius analysis, and memory graph management for high-accuracy engineering tasks.

MCP Mood Quote Server

An MCP server that returns mood-based quotes

XBRL-US MCP Server

Provides secure access to XBRL-US financial data with session-based authentication, enabling users to search for companies by fiscal year and retrieve their financial facts from SEC filings.

Observe Community MCP Server

Enables interaction with the Observe platform through OPAL query execution, worksheet data export, dataset management, and monitor operations. Provides AI-powered troubleshooting assistance through vector search across documentation and specialized runbooks.

Pollinations Think MCP Server

Provides advanced AI reasoning and strategic thinking capabilities using Pollinations AI API with DeepSeek models, plus real-time web search through SearchGPT for comprehensive analysis and research.

X (Twitter) MCP Server

Enables interaction with X (formerly Twitter), allowing for posting tweets, searching content, managing accounts, and organizing lists.

adtk

The most comprehensive Azure DevOps MCP server & CLI — 13 tools, 82 actions, single Go binary.