Discover Awesome MCP Servers

MCP-QA

An MCP server for the comprehensive analysis of Swagger 2.0 and OpenAPI 3.x contracts. It allows users to extract detailed information about endpoints, request/response schemas, parameters, and security configurations from API documentation.

WeChat Publisher MCP

A Model Context Protocol server that enables AI tools to automatically publish articles to WeChat Official Accounts, supporting Markdown-to-HTML conversion, image handling, and both preview and official publishing modes.

OctSSH

Provides LLMs with safe, controllable, and stateful SSH access to shell environments, enabling remote command execution and file transfers with async support and security features.

claw-mcp-toolkit

All-in-one MCP toolkit with 29 tools across 5 modules: crypto prices, web utilities, social media, finance tracking, and productivity. MIT licensed.

Patent Big Data MCP Server

Enables comprehensive patent information queries and analytics including fuzzy company search, patent search by various criteria (name, application number, applicant), and statistical analysis of patent portfolios including status distribution, application trends, and patent type classification.

Simple MCP Demo

A Python-based demonstration server showcasing multiple Model Context Protocol transport mechanisms, including stdio, SSE, and HTTP. It provides a functional reference for tool discovery and execution using a sample number addition tool.

calendly-mcp

Enables Claude to schedule, query, and cancel Calendly events via Calendly API v2, allowing direct event management without the public booking form.

JsHookMcp

The js hook toolkit that all you need

linear-mcp

MCP server connecting Claude to Linear for searching, creating, updating, and commenting on issues, teams, and projects.

shopify-mcp

Okay, here's a translation of "for Shopify API interaction including product, customer, order" into Spanish, with a few options depending on the nuance you want to convey: **Option 1 (Most Common & Direct):** * **Para la interacción con la API de Shopify, incluyendo productos, clientes y pedidos.** **Option 2 (Slightly More Formal):** * **Para la interacción con la API de Shopify, lo que incluye productos, clientes y pedidos.** **Option 3 (Emphasizing "Regarding"):** * **Para la interacción con la API de Shopify en relación con productos, clientes y pedidos.** **Explanation of Choices:** * **"Para"** is the standard translation of "for" in this context. * **"Interacción con la API de Shopify"** is the direct translation of "Shopify API interaction." * **"Incluyendo"** is the most common and natural way to say "including." * **"Lo que incluye"** is a slightly more formal way to say "including." * **"En relación con"** emphasizes that you're talking *about* those things. * **"Productos, clientes y pedidos"** are the direct translations of "product, customer, and order." The "y" is the Spanish word for "and." I would recommend **Option 1** unless you have a specific reason to use a more formal or nuanced phrasing.

skill-retrieval-mcp

Enables AI agents to search and retrieve over 89K skills on-demand at runtime, eliminating the need to manually install skills upfront.

pages-mcp

Enables uploading and serving static websites via MCP tools, with automatic path prefix injection for multi-file sites.

ClinicalTrials.gov MCP Server

Enables searching and retrieving information from the ClinicalTrials.gov database of over 400,000 clinical studies, including trial details, eligibility criteria, locations, and results across 220+ countries.

mcp-server-filemaker

An MCP server that provides AI assistants with direct access to FileMaker databases via OData v4 API, enabling CRUD operations, script execution, and schema introspection.

Mailgent MCP Server

Provides identity infrastructure for AI agents to manage email communications, including sending, replying, and organizing messages. It also includes a secure vault for managing credentials and generating TOTP codes.

AI-Powered Server-Client Computer Use SDK

File containing information about the use of artificial intelligence software development kit (SDK) on servers and clients for computer systems.

Legal Document RAG MCP Server

Enables semantic and keyword search over legal documents, conflict detection, and document overview, supporting Indonesian and English texts.

Muninn

A local-first persistent memory server that provides AI agents with deterministic, multimodal information retrieval across different sessions and projects. It enables long-term memory continuity using a 5-signal hybrid search engine and cognitive reasoning loops designed for complex development workflows.

Pulumi MCP Server

Enables AI assistants to manage cloud infrastructure using Pulumi by running commands like preview, deploy, and stack output retrieval through the Model Context Protocol.

pc-control-mcp

Enables remote PC control and system management through MCP, including hardware info, process and file operations, with security features like blocklists and audit logging.

The Graph Token API MCP

Official MCP server that turns The Graph’s Token API into a plug-and-play web3 data tool. Exposes ERC-20 & NFT metadata, balances, transfers, top-holder stats, prices, and more, allowing LLMs to run SQL queries on structured and indexed blockchain data.

LiDAR Harness MCP

An incremental validation engine that acts as a pluggable MCP middleware for code agents like Claude Code and OpenCode, reducing context overhead by 60-80% through a PGO-inspired four-layer verification architecture.

Tracora MCP Server

Connects Tracora brand and query data to MCP assistants, enabling listing of active brands and AI visibility queries via two read-only tools.

x-mcp-server

Enables reading public X (Twitter) content like profiles, tweets, and search results via a stealth browser, without official API costs.

Multi-Database MCP Server

A plugin-based MCP server that enables interaction with multiple databases (MySQL, PostgreSQL, MongoDB, SQL Server, Redis) through a unified interface with configurable read/write permissions and independent plugin architecture.

MCP Server

Un proxy de servicio de IA moderno que permite la interacción con múltiples proveedores de IA (Anthropic Claude, OpenAI) a través de una API unificada, implementado globalmente utilizando Cloudflare Workers.

Opengraph io MCP

MCP server for the OpenGraph.io API -- extract OG metadata, capture screenshots, scrape pages, query sites with AI, and generate branded images with iterative refinement.

MySQL Database Server

Permite que los LLM interactúen con bases de datos MySQL inspeccionando esquemas y ejecutando consultas seguras de solo lectura dentro de transacciones.

arcgis-flagstaff

Enables querying City of Flagstaff open geospatial data via ArcGIS, including searching datasets, querying feature layers, and retrieving layer schemas.