Discover Awesome MCP Servers

UI Bridge MCP

Enables AI to inspect and interact with UI elements, supporting control mode for the runner's own UI and SDK mode for external applications.

Hugging Face MCP Server

An MCP server that provides Hugging Face Hub API and Search endpoints through multiple transport protocols (STDIO, SSE, StreamableHTTP, and StreamableHTTPJson), enabling integration with AI model capabilities.

Confluence MCP Server

A universal, production-ready MCP server that provides AI assistants like Claude with direct access to Confluence Cloud functionality for creating, reading, updating, and managing content through multiple transport protocols.

llm-cost

Token cost math for LLM API calls: current per-million-token rates for 69 models across 17 providers, with local arithmetic for estimates, comparisons and monthly budgets. Rates are verified and date-stamped.

io.github.matisdsp/fartlek

An MCP server that transforms Garmin data into compact, verdict-first coaching reports for LLMs, computing metrics like CTL/ATL/TSB and ACWR to answer training readiness questions.

OfficeCLI MCP Serverless for Gemini Spark

A stateless MCP server that wraps OfficeCLI to create and edit Microsoft Word documents via AI instructions, outputting Base64 Data URLs for serverless environments like Vercel.

mailchimp-mcp

MCP server for full Mailchimp management: audiences, tags, segments, campaigns, templates and reporting. Enables creating, sending, scheduling campaigns, managing contacts, and retrieving reports via natural language.

node-mcp

An MCP server that offers arithmetic operations (addition and division) and current weather data from OpenWeatherMap. It serves as a learning project for building MCP servers with Node.js and TypeScript, supporting both stdio and Streamable HTTP transports.

GitLab Jira Context MCP

This MCP server connects GitLab projects and merge requests with Jira work tracking, Confluence pages, and Grafana dashboards. It provides read-only access to GitLab, Confluence, and Grafana, while Jira mutations require explicit confirmation.

ikmcp

An MCP server that enables agents to build, test, and simulate complete ik firmware projects for 8-bit AVR microcontrollers, using real compilation and simulation tools.

DB-Performance-MCP

A Python-based MCP server that analyzes PostgreSQL query plans, suggests indexes, and checks pagination safety to help optimize database performance.

Policy Analyzer API MCP Server

This MCP Server provides a natural language interface to interact with Google's Policy Analyzer API, allowing users to analyze policies and evaluate compliance through conversations.

WordPress MCP Server

An MCP server for managing multiple WordPress sites via the WordPress REST API. It supports posts, categories, tags, media, comments, and site configuration through natural language.

virtualization-mcp

Enables AI assistants to manage virtual machines, sandboxes, and dev environments through VirtualBox, Hyper-V, and Windows Sandbox, supporting VM lifecycle, ISO downloads, networking, and unattended installs.

ZEN University Syllabus MCP Server

MCP 구현을 통해 ZEN University 강의 계획서 콘텐츠에 접근할 수 있도록 하여, 사용자들이 AI 어시스턴트를 통해 강좌 추천 및 커리큘럼 요구 사항에 대한 상담을 받을 수 있습니다.

mcp-docs

MCP para crear docs

MCP Python Demo

An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.

toolgovern

MCP server wrapping the toolgovern CLI as a single generic run tool for agent-tool policy validation.

paperclip-mcp

Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, and costs via natural language by exposing Paperclip's REST API as MCP tools.

mcp-openstates

Access U.S. state legislative data including bills, legislators, and votes across all 50 states via the OpenStates API.

Trading Analysis MCP Server

A FastAPI-based server that provides a web UI for uploading, processing, and analyzing trading screenshots with automatic trade data extraction and analytics.

mcp-server

MCP server for Factsheet authentication, providing token exchange and company listing endpoints for MCP integration.

Indian NSE Stock Insights

Public MCP server for Indian stock market analysis covering Nifty 500 stocks with 12 tools (quotes, technical indicators, patterns, screening) across daily, 15-minute, and 5-minute timeframes.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

mcp-server-template

타입스크립트 모델 컨텍스트 프로토콜 (MCP) 서버 템플릿

headless-records-mcp

Enables MCP agents to access public SEC Form 4 insider filing data via a local API wrapper, supporting tools for assessing insider activity, checking data freshness, and retrieving filing provenance without providing financial advice.

Supermemory MCP

An MCP server that enables users to visualize Supermemory document data as an interactive memory graph within MCP-compatible clients like Claude. It provides a dedicated tool to fetch and render data as an interactive widget while keeping API keys secure on the server side.

pokeclaw

Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on the host machine, with session management and filesystem access.

obsidian-vault-mcp

Read and propose changes to an Obsidian vault through git-apply-able diffs, with a security model that prevents the AI from ever writing to the vault directly.

Registradores (ARISP): Consulta de Informações da Conta

Read-only MCP server that enables consulting official account information from the Brazilian registry ARISP, with a single query tool and prepaid credit-based pricing.