Discover Awesome MCP Servers

mcp-database-server

Enables Claude to query and manage databases (SQLite, SQL Server, PostgreSQL, MySQL) through natural language, supporting read/write operations and schema management.

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.

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.

OpenCRAVAT

Annotate variants by with a deep and rich set of data. Can annotate: genetic change, rsID, CAid, HGVS (g./c./p.), protein change.

Savage in a Suit MCP Server

Enables Claude to directly manage the Savage in a Suit website through 31 tools for pages, events, members, testimonials, podcast episodes, and site content, with all changes logged.

CutPilot

Local-first AI video editing engine controlled by MCP-compatible AI hosts, enabling AI to inspect footage, propose edits, modify multitrack projects, and render locally while keeping user control.

RCP-1

RCP-1 is an enterprise-ready MCP server that connects AI assistants to SAP ABAP systems via the ADT REST API, with built-in security, access controls, and deployment options for BTP or on-premise.

kintone MCP Server (Python3)

Enables AI assistants to interact with kintone data by providing comprehensive tools for record CRUD operations, file management, and workflow status updates. It supports secure authentication and automatic pagination to handle large datasets efficiently through the Model Context Protocol.

Gelbooru MCP

A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatible client (Claude Desktop, Cursor, etc.) to search posts, look up tags, and generate Stable Diffusion prompts from real character appearance data — all directly from your AI assistant.

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.

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.

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。

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.

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.

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.

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.

kube-assistant-mcp

MCP server that connects LLMs to Kubernetes clusters for troubleshooting, scanning failing pods, diagnosing root causes, and applying guarded fixes or generating manifests via natural language.

Auto dev

Automotive Data for AI Agents

Web2Actions

Enables AI agents to interact with websites by capturing browser traffic and exposing them as named MCP tools, requiring no public API.

leafengines-mcp-server

Agricultural intelligence MCP server providing soil analysis, crop recommendations, weather forecasts, and environmental impact assessment.

mysql-mcp-zag

Enables SQL query execution and database structure browsing via MCP tools and resources.

mcp-server-cf-access

Enables remote MCP connections with Cloudflare Access OAuth, providing tools like add and generateImage with user-based access control.