Discover Awesome MCP Servers

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.

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.

Agent MCP BrightData

An intelligent agent using the Model Context Protocol to iteratively explore and analyze websites in a structured way, with built-in duplicate protection and conversational interface.

SeenRelay

Enables AI agents to check and contribute recent observations of source-backed facts, reducing redundant revalidation of unchanged information.

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.

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.

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。

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.

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.

Redmine MCP Server

Connects to Redmine, enabling LLMs to manage projects, issues, timesheets, and time logs via MCP.

Ripplecheck MCP Server

Ripplecheck is a counterfactual schema migration compiler powered by the DataHub MCP Server. Paste breaking warehouse DDL and it projects the metadata graph, proves a bounded release policy, routes an executable migration DAG to owners, writes a hash-sealed decision capsule back to DataHub, and generates a merge-ready PR evidence pack.

powerbi-health-mcp

An AI-powered Power BI dataset health monitor that connects Claude to a simulated Power BI tenant for running health checks, diagnosing failures, and prioritizing fixes.

comprabtc-mcp

Non-custodial Bitcoin DCA for agent treasuries on Celo: approve USDT once and an on-chain agent buys WBTC on schedule, straight back to your wallet. Budget capped by allowance, fees hard-capped on-chain.

Harness MCP Server

An MCP server that gives AI agents full access to the Harness.io platform through 11 consolidated tools and 207 resource types.

Backtesting Arena

Daily Bitcoin/crypto cycle scoring, on-chain indicators, strategy insights, on-demand backtests. Bearer + x402 pay-per-call

Concordium MCP Server

Concordium mcp-sever for interacting with the concordium chain

Another bloated Obsidian MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with secure access to Obsidian vaults. Enables reading, writing, searching, and managing notes without requiring Obsidian to be running.

ComplyOS

AI-native compliance auditing engine for enterprise LMS, enabling querying compliance status, running audits, and validating assignment rules through natural language with MCP clients like Claude or Cursor.