Model Context Protocol

MCP servers

MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.

4,509 servers

iOS Simulator MCP logo

iOS Simulator MCP

joshuayoes/ios-simulator-mcp

276

A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.

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moling logo

moling

gojue/moling

274

MoLing is a computer-use and browser-use MCP Server that implements system interaction through operating system APIs, enabling file system operations such as reading, writing, merging, statistics, and aggregation, as well as the ability to execute system commands. It is a dependency-free local office automation assistant.

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napi

nanoapi-io/napi

268

napi is a fully offline CLI that analyzes your codebase's architecture -- dependencies, complexity, and structure -- then lets you visualize and refactor it, all without sending your code anywhere.

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MCP K8s Go logo

MCP K8s Go

strowk/mcp-k8s-go

265

A Golang-based MCP server for connecting to Kubernetes clusters, providing resource query and operation features.

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Spotify MCP Server logo

Spotify MCP Server

varunneal/spotify-mcp

257

MCP project to connect Claude with Spotify. Built on top of spotipy-dev's API.

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blender logo

blender

VxASI/blender-mcp-vxai

255

Blender MCP VXAI a powerful integration that allows you to control Blender using natural language through MCP Clients. This tool enables you to create, modify, and manipulate 3D models, animations, and scenes in Blender by simply describing what you want to do.

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cli logo

cli

smithery-ai/cli

254

Smithery CLI connects your agents to thousands of skills and MCP servers directly from the command line. To get started, simply run npx skills add smithery/cli.

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Docker MCP logo

Docker MCP

QuantGeekDev/docker-mcp

253

A powerful Model Context Protocol (MCP) server for Docker operations, enabling seamless container and compose stack management through Claude AI.

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AWS MCP logo

AWS MCP

RafalWilinski/aws-mcp

246

A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your AWS environment. This allows for natural language querying and management of your AWS resources during conversations. Think of better Amazon Q alternative.

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Homeassistant MCP logo

Homeassistant MCP

tevonsb/homeassistant-mcp

246

A powerful bridge between your Home Assistant instance and Language Learning Models (LLMs), enabling natural language control and monitoring of your smart home devices through the Model Context Protocol (MCP). This server provides a comprehensive API for managing your entire Home Assistant ecosystem, from device control to system administration.

Developer Tools
tfmcp logo

tfmcp

nwiizo/tfmcp

246

tfmcp runs local Terraform workflows through the Model Context Protocol (MCP). It helps AI assistants inspect a project, prepare execution, review a saved plan, apply that same plan, and check the result. Registry and HCP/TFE tools support these local workflows.

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hyperbrowser logo

hyperbrowser

hyperbrowserai/mcp

245

This is Hyperbrowser's Model Context Protocol (MCP) Server. It provides various tools to scrape, extract structured data, and crawl webpages. It also provides easy access to general purpose browser agents like OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use.

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Awesome MCP Servers

TensorBlock/awesome-mcp-servers

242

TensorBlock MCP Index turns this community-curated MCP server directory into a hosted, searchable registry for agents and applications. Contributors add servers in markdown; TensorBlock normalizes the entries, generates structured profiles and install-config previews, and serves the index through a free public API.

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Jupyter MCP Server logo

Jupyter MCP Server

datalayer/jupyter-mcp-server

241

An MCP server developed for AI to connect and manage Jupyter Notebooks in real-time — and scale your Code Sandbox from local to the cloud (Datalayer, Kaggle, Google Colab, Modal, Daytona, E2B, CoreWeave, Cloudflare...)

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MCP Hfspace logo

MCP Hfspace

evalstate/mcp-hfspace

239

mcp-hfspace is an MCP server that connects to Hugging Face Spaces, supporting image generation, speech processing, vision models and other AI features, simplifying integration with Claude Desktop.

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k8m

weibaohui/k8m

234

k8m is an AI-driven Mini Kubernetes AI Dashboard lightweight console tool designed to simplify cluster management.

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e2b

e2b-dev/mcp-server

233

Deprecated: This project is no longer actively maintained. It may not receive further updates or bug fixes.

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UE5-MCP logo

UE5-MCP

VedantRGosavi/UE5-MCP

227

UE5-MCP (Model Control Protocol) is designed to integrate AI-driven automation into Blender and Unreal Engine 5 (UE5) workflows. This project builds upon BlenderMCP to provide an end-to-end pipeline for AI-driven game level creation, enhancing level design, asset management, and gameplay programming.

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jinni

smat-dev/jinni

227

There is an MCP (Model Context Protocol) server for integration with AI tools and a command-line utility (CLI) for manual use that copies project context to the clipboard ready to paste wherever you need it.

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Ableton Live MCP Server logo

Ableton Live MCP Server

Simon-Kansara/ableton-live-mcp-server

226

The Ableton Live MCP Server is a server implementing the Model Context Protocol (MCP) to facilitate communication between LLMs and Ableton Live. It uses OSC (Open Sound Control) to send and receive messages to/from Ableton Live. It is based on AbletonOSC implementation and exhaustively maps available OSC adresses to tools accessible to MCP clients.

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Google Search logo

Google Search

web-agent-master/google-search

226

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches and extract results. It can be used directly as a command-line tool or as a Model Context Protocol (MCP) server to provide real-time search capabilities to AI assistants like Claude.

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Graphlit MCP Server logo

Graphlit MCP Server

graphlit/graphlit-mcp-server

226

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. This document outlines the setup process and provides a basic example of using the client.

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MCP Clickhouse logo

MCP Clickhouse

ClickHouse/mcp-clickhouse

225

The server implements MCP 2026-07-28 and supports legacy initialize handshakes from 2024-11-05 through 2025-11-25. Modern clients use sessionless requests and server/discover. Existing clients can continue to negotiate the legacy protocol.

Developer Tools
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OpenAPI Transformer

loopwork-ai/emcee

223

emcee is a tool that provides a Model Context Protocol (MCP) server for any web application with an OpenAPI specification. You can use emcee to connect Claude Desktop and other apps to external tools and data services, similar to ChatGPT plugins.

Developer Tools