MCP servers

pubmedmcp

grll/pubmedmcp

16

A MCP server that allows to search and fetch articles from PubMed.

Rod MCP

go-rod/rod-mcp

16

Rod-MCP provides browser automation capabilities for your applications by using Rod. The server provides many useful mcp tools enable LLMs to interact with the web pages, like click, take screenshot, save page as pdf etc.

MCP Websocket

virajsharma2000/mcp-websocket

16

This project implements an MCP (Model Context Protocol) server with WebSocket enhancements for real-time data updates. It allows clients to make standard MCP requests while also enabling WebSocket-based subscriptions to receive push notifications when new data becomes available.

X MCP Server

DataWhisker/x-mcp-server

16

A Model Context Protocol (MCP) server for X (Twitter) integration. Provides 26 tools for reading timelines, posting, searching, engagement (likes, retweets, bookmarks), user lookup, follower export, mentions, likes, articles, and lists. Designed for use with Claude desktop and other MCP-compatible clients.

MaxMSP-MCP-Server

tiianhk/MaxMSP-MCP-Server

16

This project uses the Model Context Protocol (MCP) to let LLMs directly understand and generate Max patches.

Excel MCP Server

zhiwei5576/excel-mcp-server

16

Excel file processing server based on Model Context Protocol (MCP), providing functionalities for reading, writing, and analyzing Excel files.

Playwright CDP

lars-hagen/mcp-playwright-cdp

16

A Model Context Protocol server that provides browser automation capabilities using Playwright with Chrome DevTools Protocol (CDP) support. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment, with the ability to connect to existing Chrome instances via CDP.

Gitingest-MCP

puravparab/Gitingest-MCP

16

An MCP server for gitingest. This allows MCP clients like Claude Desktop, Cline, Cursor, etc to quickly extract information about Github repositories including.

MCP Google Cse

Richard-Weiss/mcp-google-cse

16

A Model Context Protocol server that provides search capabilities using a CSE (custom search engine). This server enables LLMs to provide a regular google search term and returns the found search results.

Home Assistant Integration

hpohlmann/home-assistant-mcp

16

A Model Context Protocol (MCP) integration for controlling Home Assistant devices using AI assistants.

pyATS_MCP

automateyournetwork/pyATS_MCP

16

Cisco pyATS and Genie already know how to talk to a network — parsing show commands, pushing configuration, learning feature state, running declarative tests. What they didn't have was a way for an AI agent to drive any of it directly.

Rust Docs MCP Server

laptou/rust-docs-mcp-server

16

An MCP (Model Context Protocol) server that provides access to Rust documentation from docs.rs. This server allows AI tools to search for documentation, type information, feature flags, version numbers, and symbol definitions/source code.

Kubernetes MCP

HSn0918/kubernetes-mcp

16

A Kubernetes-focused Model Context Protocol (MCP) server built in Go. It exposes Kubernetes operations as MCP tools and supports stdio, sse, and streamable transports.

MCP-Github-Mapper

dazeb/MCP-Github-Mapper

16

GitHub repository analysis and structure mapping tool

MCP-Geo

webcoderz/MCP-Geo

16

All dependencies are specified in requirements.txt for easy installation.

Browser Control MCP

eyalzh/browser-control-mcp

16

An MCP server paired with a Firefox browser extension that provides AI assistants with access to tab management, browsing history, and webpage text content.

MCP Trino Python

alaturqua/mcp-trino-python

15

The MCP Trino Server is a Model Context Protocol (MCP) server that provides seamless integration with Trino and Iceberg, enabling advanced data exploration, querying, and table maintenance capabilities through a standard interface.

MATLAB

tsuchijo/matlab-mcp

15

This Model Context Protocol (MCP) server provides integration with MATLAB, allowing you to create and execute MATLAB scripts and functions through Claude or other MCP clients.

MCP Stytch Consumer Todo List

stytchauth/mcp-stytch-consumer-todo-list

15

This is a Workers server that composes three functions.

OpenAI Image Generator

surescaleai/openai-gpt-image-mcp

15

A Model Context Protocol (MCP) tool server for OpenAI's GPT-4o/gpt-image-1 image generation and editing APIs.

MCP Osint Server

himanshusanecha/mcp-osint-server

15

MCP server to perform various OSINT tasks by leveraging common network reconnaissance tools.

Alibabacloud Dataworks MCP Server

aliyun/alibabacloud-dataworks-mcp-server

15

DataWorks Agent is Alibaba Cloud's built-in intelligent assistant for data development and operations. It connects to your DataWorks workspace out of the box, so you can use natural language to explore metadata, develop nodes, troubleshoot tasks, and manage resources—no local MCP server configuration required.

MCP Server Singlestore

singlestore-labs/mcp-server-singlestore

15

Model Context Protocol (MCP) is a standardized protocol designed to manage context between large language models (LLMs) and external systems. This repository provides an installer and an MCP Server for Singlestore, enabling seamless integration.

Excalidraw MCP

i-tozer/excalidraw-mcp

15

This is a Model Context Protocol (MCP) server for Excalidraw, providing API functionality for operating on Excalidraw drawings.