Discover Awesome MCP Servers

QuantumArchitect MCP

Enables AI agents to create, validate, evaluate, and score quantum circuits with support for multiple hardware platforms. Provides tools for generating quantum algorithms (Bell states, Grover's, VQE), simulating circuits, checking hardware compatibility, and assessing circuit quality metrics.

notebooklm-mcp

MCP server for Google NotebookLM enabling notebook, source, and audio overview management with hybrid metadata storage.

Math Expression MCP Server

A tool server that processes mathematical expressions via Multi-Chain Protocol (MCP), allowing LLMs to solve math problems through tool integration.

godoc-mcp-server

Um servidor MCP fornece pkg.go.dev. Para todos os programadores Golang.

MCP-Suno

MCP server for Suno music generation API that enables generating lyrics and custom songs with style tags, model selection, and automatic polling for task completion.

Gmail MCP Server

Enables reading, searching, sending, replying, forwarding emails, and managing labels in Gmail through the Model Context Protocol.

mcp-arcgis-vilas

Enables querying and searching Vilas County, Wisconsin open geospatial datasets (parcels, addresses, zoning) via ArcGIS services using natural language or direct tool calls.

Jokes MCP Server

An MCP server that retrieves jokes from three different sources: Chuck Norris jokes, Dad jokes, and Yo Mama jokes.

tmcproxy

Bridges OpenAI's Secure MCP Tunnel to legacy stdio MCP servers by answering server/discover requests that older servers don't support.

WikiJS MCP Server

An MCP server that enables full management of WikiJS instances, supporting operations like page creation, searching, and updating. It also provides tools for knowledge graph exploration, content summarization, and retrieval of wiki statistics.

HERO MCP

MCP server for HERO handyman software, providing 34 OAuth-secured read/write tools with multi-tenant support and built-in API correctness checks.

Law Office SQLite MCP Server

A Model Context Protocol server for law office database management that enables tracking clients, cases, billable time, and invoices.

Blender MCP

Enables AI assistants to control Blender 3D software through natural language, with tools for modeling, materials, animation, rendering, and rigging.

qa-ai-mcp-server-gits

MCP server for end-to-end QA automation: generates test scenarios, discovers Playwright locators, creates TypeScript test code, executes tests, and creates GitHub issues for failures.

Snowflake MCP Server

Enables AI assistants to securely connect to Snowflake data warehouses and execute SQL queries through natural language interactions. Supports multiple authentication methods and provides formatted query results with built-in security controls.

FusionSearch MCP

把五个搜索源熔进一个 MCP —— 一次调用，多源取证 · 交叉验证 · AI 汇总

Meta Kaggle MCP Server

Searches and retrieves information from Meta Kaggle dataset, including competitions, discussions, users, and forums, enabling data exploration and analysis through natural language queries.

CME Prediction Markets MCP Server

Enables verification of natural language claims against CME prediction market data, with tools to query historical trading data, get contract information, and automatically verify claims using NLP-powered parsing.

fec-mcp-server

Query FEC campaign finance data — search candidates, track donations, analyze spending, and monitor Super PAC activity via the OpenFEC API.

Instahyre MCP

Provides MCP tools for job search, inbound recruiter activity triage, conversation inbox access, and guarded profile updates.

automatelab-ai-seo

Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-citation eligibility. No API keys. No registration. Works in Claude Desktop, Cursor, Cline, Windsurf, VS Code (Copilot / Continue), and any client that speaks the Model Context Protocol.

mcp-mbta

Enables real-time access to Boston MBTA transit data (subway, bus, commuter rail, etc.) via the MBTA v3 API.

tif-score-mcp

An MCP server that exposes three tools to analyze call transcripts for business intelligence, score leads 0-100 with hot/warm/cold classification, and diagnose n8n workflow errors with root cause analysis and proposed fixes.

Trustpilot Reviews API MCP Server

Enables retrieval of Trustpilot reviews as structured JSON, including ratings, dates, replies, and company metrics, with MCP support for AI agents.

myosm-mcp-server

An OpenStreetMap MCP server providing geocoding, routing, points of interest, map tiles, public transport, and energy infrastructure tools to enhance LLM location-based capabilities.

vision-mcp

Helps non-vision models extract and understand images and screenshots via OpenRouter multimodal models.

ActiveCampaign MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for ActiveCampaign (beta): https://www.cdata.com/download/download.aspx?sku=JUZK-V&type=beta

GitLab WeChat MCP

Enables users to retrieve GitLab commit records and automatically generate daily work reports that can be sent to WeChat Work groups. Supports querying commits by date and user, with seamless enterprise messaging integration.

flights-mcp

Search flights using Google Flights data via SerpAPI, covering all airlines including low-cost carriers like Ryanair and easyJet.

MCP Midtrans Documentation Server

Enables AI agents to integrate Midtrans payments by providing comprehensive documentation, API references, and code examples for 15+ payment methods across 5 languages. Includes tools for generating charge requests, webhook handlers, and searching documentation without requiring API keys.