Discover Awesome MCP Servers

QA MCP Server

An AI-powered QA automation server that integrates Jira, GitHub, Jenkins, AWS, and Webex into a unified interface for QA engineers.

mcp-for-spotlight

An MCP server that exposes macOS Spotlight search as tools, wrapping mdfind and mdls to provide full-text and metadata file search across the system.

free-etf-flows-mcp

Model Context Protocol (MCP) server providing real-time institutional Spot Bitcoin (BTC) and Ethereum (ETH) daily net flow metrics for AI agents.

pbirb-mcp

An MCP server for editing Power BI Report Builder paginated reports (.rdl) through Claude, providing tools for datasets, tablixes, page setup, styling, and more.

ui-ux-pro-mcp

🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through MCP | React, Vue, Next.js, Flutter & more

CENDOJ Sentencias MCP Server

Enables searching and downloading Spanish court rulings from the CENDOJ database, with automatic captcha resolution via Claude's vision, returning PDFs, full text, ECLI, and metadata.

mcp-icon

A Model Context Protocol (MCP) server for semantic SVG icon search. Generate infographic SVG icons by keyword — over 100,000 icons with semantic search support.

Hashnode MCP Server v2.0

Enables AI assistants to publish, update, and manage Hashnode blog articles, with support for tags, cover images, and publication management.

aqc-mcp

MCP server that provides tools to query 17+ astronomical databases (e.g., SIMBAD, VizieR, Gaia) via HTTP/TAP APIs, enabling AI applications to access astronomical data through natural language.

Prefeitura SC Itajaí: Certidão Negativa de Débitos

Read-only MCP server to query the official negative debt certificate (Certidão Negativa de Débitos) from Itajaí city hall in Santa Catarina, Brazil.

Polymarket MCP Server

Enables access to Polymarket's prediction markets for analyzing market probabilities, trading activity, and event outcomes across politics, sports, crypto, and other categories through natural language queries.

mcp-sports-server

Enables natural-language querying of historical NBA game data from a read-only SQLite database.

MCP Work History Server

A Model Context Protocol server that enables AI tools to automatically log their activities with detailed metrics like timestamps, token usage, and costs into daily markdown worklog files.

perfex-crm-mcp

MCP server that connects AI assistants to Perfex CRM via public web forms, enabling lead creation, ticket creation, quote requests, and health checks without API keys.

Google Sheets MCP Server

Enables AI assistants to interact with Google Sheets, performing operations like creating, reading, updating, and clearing spreadsheet data.

mcp-server-zenn: Unofficial MCP server for Zenn (

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SignalSumo MCP Server

Model Context Protocol server for SignalSumo that lets Claude, Cursor, and other MCP-compatible clients read SEO data, run technical audits, research keywords, and check backlink profiles through natural-language tool calls.

Tokyo WBGT MCP Server

Provides access to Tokyo's WBGT (Wet Bulb Globe Temperature) heat index forecast and real-time data from multiple observation points using Japan's Ministry of the Environment official data for heat stroke prevention.

mcp-fbiwanted

Enables AI agents to search and retrieve details of FBI Most Wanted people via the FBI public API, including photos, aliases, crimes, last known locations, and contact tips.

Ultrahuman MCP Server

Enables fetching health and fitness metrics from the Ultrahuman API, including heart rate, sleep, steps, temperature, and HRV data.

Polymarket MCP Server

Enables interaction with Polymarket prediction markets through read-only access to market data, events, orderbooks, and user positions, plus authenticated trading capabilities for creating and managing orders.

Commit Conventional Message Court (CCMCP)

An MCP server that uses AI to analyze code diffs and transform vague commit messages into readable, conventional commit history. It helps maintain project documentation quality by challenging unclear messages and suggesting improvements based on actual code changes.

Clypt MCP Server

Connects AI assistants to the Clypt Link Intelligence platform to shorten URLs, manage tags, and generate QR codes. It enables users to view link analytics and perform bulk link operations through natural language commands.

nano-pay

Self-custodied Nano wallet + x402 payment client and merchant server for AI agents, enabling micropayments, on-ledger settlement, and paid endpoints.

RAGFlow MCP Server

Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling AI models to perform semantic retrieval, manage datasets, and handle document chunks. It supports advanced features like GraphRAG and RAPTOR for sophisticated knowledge base management and natural language querying.

Markdrop MCP Server

Connects Claude to a Markdrop knowledge base, allowing it to search and retrieve markdown documentation for context-aware development assistance.

MonkeyPlanner

Local-first kanban and approval-gate issue tracker with a native MCP server (13 tools). Humans approve; agents claim, QA, and complete issues. Single Go binary + SQLite.

my-mcp-server

MCP 프레임워크를 사용하여 AI 도구를 구축하는 프로토타입

Severalnines CCX MCP Server

Enables management of CCX database clusters through AI assistants, supporting operations such as datastore creation, scaling, and performance monitoring. It provides a comprehensive toolset for handling backups, database users, and firewall rules across various database engines including PostgreSQL, MySQL, and Redis.

swiftadopt-mcp

An MCP server that helps developers migrate Swift projects to Apple's 2026 platforms by adopting new frameworks and best practices from WWDC 2026.