Discover Awesome MCP Servers

SpectraMCP

Exposes spectral analysis and radar DSP primitives (FFTs, STFT spectrograms, 2D Range-Doppler processing, CA-CFAR detection, MVDR beamforming, Kalman tracking) as callable MCP tools for AI agents, running hardware-free on signal files.

YouTube Comments MCP Server

Automates reading and replying to YouTube comments using the YouTube Data API v3. It handles moderation and auto-reply for simple comments while drafting responses for questions.

Google Docs MCP Server

Enables AI assistants to create, read, edit, and manage Google Docs and Drive files with support for formatting, comments, tables, images, and bulk operations.

Content Server

Stores Organizations content

Zooza MCP Server

An open-source Model Context Protocol (MCP) server that connects Claude, ChatGPT, and other AI assistants directly to your Zooza account. Natural language scheduling, attendance tracking, and class management — no dashboard required.

trove-mcp

Enables users to search and analyze academic papers from multiple sources, fetch metadata and full text, and build structured outputs like literature maps and paper comparisons.

cobroya

Connects AI agents to Mercado Pago, the leading payment platform in Latin America. Create payment links, search payments, get payment details, issue refunds, and retrieve merchant info.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, review discussions, view pipeline test results, search by branch, and respond to comments through natural language.

gdocs-mcp-server

Enables reading, editing, and rewriting Google Docs documents with tools that support full content replacement, appending, heading-based insertion, and style-preserving rewrites.

EduChain MCP Server

Integrates the EduChain library with Claude Desktop to generate educational content such as multiple-choice questions, lesson plans, and flashcards. It utilizes Gemini LLMs through LangChain to provide local and secure content generation tools.

Medicare Part D MCP Server

Enables AI assistants to access CMS Medicare Part D drug spending, prescriber, and pricing trend data through a single MCP tool with 15 actions, deployed on Cloudflare Workers for sub-50ms response times.

mcp-temperature-random

Provides a tool that fetches current temperatures from 10 cities worldwide, sums them, and returns the last two digits. Requires an X-API-Key from StupidAPIs.

CMO Agent Bridge

Enables AI agents to read and control Command: Modern Operations scenarios locally via MCP tools, supporting real-time battle assessment, task planning, and scenario editing.

Square MCP Server by CData

This read-only MCP Server allows you to connect to Square data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

windeep-computer-control

Windows原生桌面自动化MCP服务器，提供22个工具用于窗口管理、输入控制、截图、OCR和智能元素匹配。

mcpGetImage

An MCP server for generating candy product images with white backgrounds and removing backgrounds to produce transparent WebP images, using OpenAI's image API and rembg.

Alloy MCP

Bonds AI agents to your existing Chrome profile with 73 tools for tabs, DOM, input, screenshots, network, and more, leveraging live sessions and extensions for authenticated, no-setup browser automation.

Developer Research MCP Server

Provides structured web search capabilities optimized for technical and software development content via providers like OpenRouter. It enables AI agents to perform research and retrieve relevant technical data in a consistent, programmatic JSON format.

mcp-kubernetes-ro

Provides read-only access to Kubernetes clusters for AI assistants.

Ethics Check MCP

An MCP server that turns Claude into a philosophical sparring partner, actively challenging confirmation bias and comfortable conversations. It scans conversations for ethical issues, forces critical thinking, and learns from past interactions to spot blind spots.

Sassy Fact Check Bot

Generates witty, citation-backed responses to health myths and misinformation with automatic tone adjustment for sensitive topics. Integrates with Instagram DMs to fact-check viral claims with sass and sources.

time-messenger-mcp-server

MCP server for T-Bank's Time Messenger (Mattermost-based) that enables AI assistants to read and send messages, manage threads, search channels and users, and track unread messages.

Injective MCP Server

Enables AI agents to trade perpetual futures, manage wallets, transfer tokens, bridge cross-chain, and execute EVM transactions on Injective using natural language.

skool-mcp

MCP server for Skool.com communities. Enables listing/approving members, posting, commenting, and managing courses.

zatca-mcp

An AI-native MCP server for Saudi e-invoicing that generates ZATCA-compliant invoices, QR codes, and XML from natural language, with validation and Phase 2 signing capabilities.

😎 Contributing

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

MikroTik WiFi Users

MCP server for querying connected WiFi devices from MikroTik RouterOS, enriched with DHCP leases and ARP table entries.

BizBankingConnect

Remote MCP server for Deutsche Bank BizBank/SME API, enabling secure OAuth with PKCE and tools for account and transaction management.

Codex Capability Bridge

An MCP server that enables Claude to discover and delegate tasks to local Codex Skills and plugins, bridging Claude's natural language understanding with Codex's execution capabilities.

SchedulerRX · Constraint Debugger Agent

A neuro-symbolic agent that turns cryptic CP-SAT INFEASIBLE errors into plain-English diagnoses and only proposes fixes it has re-verified by re-solving the real production solver.