Discover Awesome MCP Servers

Animagine MCP

A FastMCP server for the Animagine XL 4.0 image generation experience that provides tools for prompt validation, optimization, and explanation. It also enables the management of local checkpoints and LoRAs to streamline diffusion workflows and ensure consistent prompt structure.

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.

Bancadia MCP

Bancadia MCP lets AI agents query Bancadia's registry of US business deposit account products with structured filters on fees, APY, entity types, integrations, and more. Agents get real account listings and can recommend products for end users' unique business circumstances.

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.

Freesound MCP

Enables searching and downloading audio samples from Freesound using keywords, filters, and sound IDs. It provides detailed sound metadata including duration, license information, and preview URLs.

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.

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.

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.

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.

League of Legends Stats MCP Server

An MCP Server that provides access to League of Legends statistics via the SportData.io API, allowing agents to query and analyze LoL competitive gaming data.

mcp-forge

Turn any OpenAPI spec into a working MCP server — point it at a spec and Claude instantly gets a tool for every endpoint.

mcp-server-parfica

MCP server for parfica.com, a Ukrainian-first fragrance encyclopedia. Enables AI assistants to search fragrances, get detailed profiles, and find cheaper similar alternatives via note overlap.

muro MCP server

The official hosted MCP server for muro.chat, enabling AI agents to manage customer support conversations, send replies, triage tickets, and configure the live chat widget.

HyperLiquid MCP Server

基于FastMCP的HyperLiquid交易MCP服务器，为AI助手提供市价/限价订单、仓位管理、市场数据等工具，支持与HyperLiquid永续合约和现货交易平台交互。

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

Plantilla de Typescript para un Servidor de Protocolo de Contexto de Modelo (MCP).

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.

logic-pro-mcp

Enables an AI assistant to control Apple Logic Pro DAW including transport, mixing, playhead positioning, MIDI region read/write, and more, via MCP.