Discover Awesome MCP Servers

Pommel Horse Aesthetics MCP Server

Analyzes pommel horse gymnastics routines using a categorical aesthetics framework that evaluates element groups, spatial patterns, temporal qualities, and form with 85% deterministic taxonomy and 15% LLM synthesis.

ICON MCP v109 MCP Server

An MCP server that provides AI agents and LLMs with standardized tool access to the ICON MCP v109 API. It supports asynchronous operations and simplifies deployment through Docker and Docker Compose.

DebtStack.ai MCP Server

Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corporate hierarchies, and searching covenant language.

Twitter MCP Server

Enables Twitter automation including posting tweets, replying to tweets, and searching for tweets with structured results using browser automation through Browserbase and Stagehand.

Figma to React MCP

Automates the conversion of Figma designs into TypeScript React components and integrates with GitHub to create pull requests for the generated code. It includes visual regression testing with Playwright and accessibility validation to ensure implementations match the original designs.

ServiceNow MCP Server

Connects Microsoft Copilot Studio to ServiceNow Service Catalog, enabling users to search catalog items, fill Adaptive Card order forms, and place orders from within a Copilot Studio agent.

MCP Obsidian

Enables semantic search across Obsidian vaults using vector embeddings and ChromaDB. Supports multiple vaults with real-time indexing and provides both MCP server and CLI interfaces for natural language querying of notes.

genome-mcp

Intelligent Genomic Data Server Provides high-quality gene information queries, homologous gene analysis, and evolutionary research functions via the MCP protocol.

Arduino MCP Server (Simple)

Enables AI agents to interact with Arduino boards for compiling, uploading sketches, and serial communication.

Xcode Errors MCP Server

Bridges Xcode and Cursor to provide real-time access to build errors, warnings, and debug output from Xcode's DerivedData, enabling automated error analysis and fixes directly within Cursor.

Golden Egg TW Holdings MCP

Enables AI agents to query Taiwan stock holdings across multiple brokerages including Fubon, SinoPac, MasterLink, and E.SUN. It provides a standardized interface for accessing portfolio data and brokerage accounts through the Model Context Protocol.

FastMCP Todo Server

Servidor MCP simples para fornecer ao meu Cursor Local acesso para adicionar itens à minha lista de tarefas do MongoDB.

RoxyBrowser Playwright MCP

Enables AI-powered browser automation through RoxyChrome browsers using Playwright's accessibility tree for fast, lightweight web interactions without requiring vision models or screenshots.

brkt-gdrive-mcp

MCP server for semantic search over Google Drive documents, enabling AI tools to search, list, and retrieve document content.

indautomation

AI-powered industrial fault diagnosis MCP server with 8 tools for diagnosing equipment faults, searching parts, decoding VINs, and managing equipment profiles. Covers 313+ fault codes for Allen-Bradley, Siemens, ABB, Mitsubishi, and Fanuc PLCs.

Sourceplane MCP

Secure multi-source MCP server for reading local, GitHub, GitLab, Bitbucket, and network source code with read-only-by-default access, enabling AI assistants to inspect repositories safely.

kagi_mcp_local

Servidor MCP para a Pesquisa Kagi usando seu navegador local.

Aerospace MCP

Enables flight planning and aviation operations through intelligent airport resolution, great-circle route calculation, and aircraft performance estimation. Supports 28,000+ airports worldwide and 190+ aircraft types for comprehensive flight planning via natural language.

MAX Exchange MCP Server

Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exchange through natural language. Supports spot and margin trading, market data queries, order management, and wallet operations including deposits, withdrawals, and M-wallet lending.

Nordic Thingy:52 MCP Server

Enables Claude to control Nordic Thingy:52 IoT devices via Bluetooth LE, allowing users to manage LED colors, play sounds, and read environmental sensors through natural language conversations.

mcp-db-analyzer

A Model Context Protocol (MCP) server that gives AI assistants deep visibility into databases, inspecting schemas, detecting index problems, analyzing table bloat, and explaining query plans across PostgreSQL, MySQL, and SQLite.

LabArchives MCP Server

Connects AI assistants to LabArchives electronic lab notebooks, enabling querying, semantic search, page navigation, and file uploads with provenance tracking.

CURSOR25X

An interactive task loop MCP server for Cursor IDE that enables continuous web application development through a persistent terminal-based task processing system. It automates file management and project operations by processing user input in a continuous loop using integrated Cursor rules.

PubMed MCP Server

Enables AI assistants to search and retrieve biomedical research articles from PubMed's database of over 35 million citations, including metadata, abstracts, MeSH terms, and full-text PDFs when available.

Fast Playwright MCP

Enables token-optimized browser automation with Playwright, featuring batch execution, diff detection, and advanced filtering to reduce token usage by 70-95% while providing LLM-friendly structured accessibility snapshots instead of screenshots.

Loadingplay MCP

MCP server for Loadingplay that exposes its tools via Streamable HTTP, supporting health check and standard MCP endpoint.

pay-per-call-mcp — USDC · x402 · AI Agent Billing | LemonCake

Pay-per-call USDC payment proxy for AI agents. Issue scoped Pay Tokens with hard spending caps and auto-journal every charge to freee / Money Forward / QuickBooks.

Google Maps Contributor Reviews API MCP Server

Enables fetching a Google Maps contributor's review history as structured JSON, including reviewer profile and place details, for reputation research, reviewer vetting, and fraud detection.

MCP Tool Server

Provides real-world tools for weather data, stock market information, and internet search through the Model Context Protocol. Integrates with OpenWeatherMap, Stooq market data, and Google Custom Search APIs.