Discover Awesome MCP Servers

pubmed-proxy-mcp

MCP server for NCBI PubMed E-utilities with rate limiting, enabling article search, metadata retrieval, full-text access, BibTeX generation, and bibliography management.

autor-texto-seguro

Enables secure text authoring and privacy-focused document processing through MCP. Provides tools for style analysis, conservative text revision, comparison with author samples, and removal of metadata from DOCX/PDF files.

leadforge

Enables lightweight CRM pipeline management with email sequences, project scanning, and MCP-based interaction for AI agents.

mcpGraph

Enables orchestration of MCP tool calls through declarative YAML-defined directed graphs with data transformation, conditional routing, and observable execution flows.

testit-mcp-server

Enables interaction with TestIT test management platform, allowing management of projects, work items, test runs, test plans, and analytics.

line-cua-mcp

A macOS MCP server for LINE that reads encrypted local database snapshots to fetch chat history and sends messages via LINE UI without cursor movement.

getstoreready-mcp

Enables AI clients to manage app store projects via the GetStoreReady API, including creating projects, uploading screenshots, applying templates, updating listings, and checking project status.

python-dap-mcp

An MCP server that exposes Python debugging tools backed by debugpy, providing a focused debugging surface for local scripts.

Shopify MCP Server

Enables interaction with Shopify store data through the GraphQL API, providing tools for managing products, customers, orders, and collections.

OmniFocus MCP Server

An MCP server connecting OmniFocus to AI assistants, enabling task and project management via natural language.

escape-room-hub

This MCP server enables querying normalized escape room information and reservation availability via stdio or Streamable HTTP transports. It is a policy-driven scaffold that currently uses synthetic data only and does not perform real web crawling.

魂斗罗 MCP Demo

Enables creating a Contra-style game session that can be played inline in MCP-compatible clients or via a browser fallback URL.

MailboxValidator Email Validation MCP Server

Email validation MCP server using MailboxValidator API to determine validity of an email address.

LiteAPI MCP Server

Enables interaction with LiteAPI's hotel booking and travel services through MCP tools, supporting search, booking, vouchers, analytics, and more.

herdr-mesh

Enables safe coordination of Herdr coding agents with lease-scoped reviewer and writer lifecycles, semantic waits for agent states, and read-only topology inspection, while prohibiting arbitrary shell execution and unscoped lifecycle operations.

Senior Code MCP

Gives coding agents a memory of codebases by searching repositories using semantic similarity and structural call/import graphs, enabling reuse of proven patterns and reducing token usage.

Microsoft Copilot Studio ❤️ MCP

A lab demonstrating how to deploy a Model Context Protocol (MCP) server that provides joke functionality to Microsoft Copilot Studio and GitHub Copilot.

LicenseSpring MCP Server

An MCP server implementation that integrates with LicenseSpring APIs, providing comprehensive license management and customer operations capabilities.

Google Analytics MCP Server

Enables AI assistants to query Google Analytics accounts, properties, and run reports using natural language through the Admin and Data APIs.

mcp-test

test

amoCRM MCP

Enables AI agents to interact with amoCRM, providing access to deals, contacts, companies, notes, tasks, and custom fields via natural language.

HAI-MCP

Provides a human-agent interface control plane for managing agent state, focus, and next steps across any MCP-compatible client, without calling an LLM itself.

chatlab-mcp

MCP server for ChatLab that automates the chatlab-cli in headless HTTP mode, enabling session management, message retrieval, SQL queries, and API calls via natural language.

Tollbooth MCP Server

Enables AI agents to resolve tokens, get quotes, check for honeypots/rug pulls, build swaps, and retrieve receipts via x402 micropayments.

MCP JSON Database Server

A JSON-based database MCP server with JWT authentication that enables user management, project tracking, department analysis, meeting management, and equipment tracking. Integrates with Claude Desktop to provide secure CRUD operations and analytics through natural language commands.

PrestaShop MCP Server

Provides instant, offline access to comprehensive PrestaShop development documentation including 647+ hooks, module guides, component architecture, APIs, and theme development resources for AI assistants.

Legal MCP Server

A Model Context Protocol server for legal document search and retrieval, powered by Azure Cosmos DB and Voyage AI embeddings, exposing 12 tools for semantic search, keyword search, Bates number lookup, claim-specific queries, and statutory citation search over a corpus of vectorized legal documents.

Qase MCP Server

Official MCP server for Qase Test Management Platform. Enables AI assistants to manage test cases, test runs, defects, and other Qase entities through natural language.

Renewable Grid Intelligence Atlas MCP

Enables AI agents to search and retrieve cited evidence packs for renewable energy assets, analyze locations, and access regional energy context, all from a local DuckDB snapshot of Aragon renewable infrastructure data.

MCP UI Research

MCP server for UI research that helps agents discover visual patterns, generate original HTML/CSS components, and track deliverables without copying third-party code.