awesome-mcp

awesome-mcp

A collection of mcp servers/client/sdks

MCPHubCloud

Research & Data
Visit Server

README

awesome-mcp

A collection of Model Context Protocol (MCP) servers/clients. The project is actively maintained and welcomes contributions or pull requests (PRs) to help improve it further

mcphub.cloud aims to hosting mcp servers to make mcp easy use for everyone. (On the way)

Model Context Protocol

The Model Context Protocol (MCP), an open-standard developed by Anthropic, addresses challenges in integrating large language models (LLMs) with external data sources, tools, and resources. It standardizes how LLMs interact with these systems, simplifying tasks like input handling and data processing to enhance AI applications' practicality and security.

MCP acts as a standardized bridge, enabling seamless access for LLMs to diverse data sources and tools while ensuring reliable and safe interactions in AI development. This protocol reduces complexity by providing a unified framework for connecting models with external systems.

For more detail usage or develop, you can visit https://modelcontextprotocol.io/introduction.

Marks

Organization

  • Official: From ModelContextProtocol (github.com/modelcontextprotocol/servers)
  • ThirdParty: From developers

Deploy mode

  • 🖥️ Local
  • ☁️ Cloud
  • 🧩 Hosted by mcp provider

Catagory

MCP Servers

📂 Browser Automation

Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats.

🎨 Art & Culture

Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.

☁️ Cloud Platforms

Cloud platform service integration. Enables management and interaction with cloud infrastructure and services.

  • Cloudflare MCP Server - Integration with Cloudflare services including Workers, KV, R2, and D1
  • alexei-led/aws-mcp-server - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support
  • Kubernetes MCP Server - Kubernetes cluster operations through MCP
  • @flux159/mcp-server-kubernetes - Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
  • @manusa/Kubernetes MCP Server - A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for anyKubernetes resource, this server provides specialized tools to interact with your cluster.
  • wenhuwang/mcp-k8s-eye MCP Server for kubernetes management, and analyze your cluster, application health
  • johnneerdael/netskope-mcp - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.
  • nwiizo/tfmcp - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
  • Aws Kb Retrieval Server - An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

🖥️ Command Line

Run commands, capture output and otherwise interact with shells and command line tools.

  • ferrislucas/iterm-mcp - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
  • g0t4/mcp-server-commands - Run any command with run_command and run_script tools.
  • MladenSU/cli-mcp-server - Command line interface with secure execution and customizable security policies
  • tumf/mcp-shell-server A secure shell command execution server implementing the Model Context Protocol (MCP)

💬 Communication

Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.

  • zcaceres/gtasks-mcp - An MCP server to Manage Google Tasks
  • hannesrudolph/imessage-query-fastmcp-mcp-server - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
  • @modelcontextprotocol/server-slack - Slack workspace integration for channel management and messaging
  • @modelcontextprotocol/server-bluesky - Bluesky instance integration for querying and interaction
  • MarkusPfundstein/mcp-gsuite - Integration with gmail and Google Calendar.
  • adhikasp/mcp-twikit - Interact with Twitter search and timeline
  • gotoolkits/wecombot - An MCP server application that sends various types of messages to the WeCom group robot.
  • AbdelStark/nostr-mcp - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.
  • elie222/inbox-zero - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
  • carterlasalle/mac_messages_mcp - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
  • sawa-zen/vrchat-mcp - This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
  • arpitbatra123/mcp-googletasks - An MCP server to interface with the Google Tasks API

👤 Customer Data Platforms

Provides access to customer profiles inside of customer data platforms

🗄️ Databases

Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access.

💻 Developer Tools

Tools and integrations that enhance the development workflow and environment management.

  • 21st-dev/Magic-MCP - Create crafted UI components inspired by the best 21st.dev design engineers.
  • Coment-ML/Opik-MCP - Talk to your LLM observability, traces and monitoring captured by Opik using natural language.
  • GLips/Figma-Context-MCP - Provide coding agents direct access to Figma data to help them one-shot design implementation.
  • QuantGeekDev/docker-mcp - Docker container management and operations through MCP
  • zcaceres/fetch-mcp - An MCP server to flexibly fetch JSON, text, and HTML data
  • r-huijts/xcode-mcp-server - Xcode integration for project management, file operations, and build automation
  • snaggle-ai/openapi-mcp-server - Connect any HTTP/REST API server using an Open API spec (v3)
  • jetbrains/mcpProxy - Connect to JetBrains IDE
  • tumf/mcp-text-editor - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
  • @joshuarileydev/simulator-mcp-server - An MCP server to control iOS Simulators
  • @haris-musa/excel-mcp-server - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
  • xcodebuild Build iOS Xcode workspace/project and feed back errors to llm.
  • @jasonjmcghee/claude-debugs-for-you - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
  • @Jktfe/serveMyAPI - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
  • @xzq.xu/jvm-mcp-server - An implementation project of a JVM-based MCP (Model Context Protocol) server.
  • @yangkyeongmo@/mcp-server-apache-airflow - MCP server that connects to Apache Airflow using official client.
  • hyperb1iss/droidmind - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
  • Rootly-AI-Labs/Rootly-MCP-server - MCP server for the incident management platform Rootly.
  • YuChenSSR/mindmap-mcp-server - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
  • BlenderMCP - BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.
  • Figma MCP Server - MCP server to provide Figma layout information to AI coding agents like Cursor
  • github/github-mcp-server - The GitHub MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for developers and tools.

📂 File Systems

💰Finance & Fintech

🎮 Gaming

🧠 Knowledge & Memory

🗺️ Location Services

🎯 Marketing

📊 Monitoring

🔎 Search

  • Perplexity Ask MCP Server - A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem
  • ✨ArXiv MCP Server - The ArXiv MCP Server provides a bridge between AI assistants and arXiv's research repository through the Message Control Protocol (MCP)

🔒 Security

  • VirusTotal MCP Server - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
  • ORKL MCP Server - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
  • Security Audit MCP Server A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real - time security checks.

🚆 Travel & Transportation

🔄 Version Control

🛠️ Other Tools and Integrations

MCP SDK

  • mcp-golang - mcp-golang is an unofficial implementation of the Model Context Protocol in Go.
  • mcp-proxy - The mcp-proxy is a tool that lets you switch between server transports. There are two supported modes: stdio-sse, sse-stdio

Star History

<a href="https://www.star-history.com/#MCPHubCloud/awesome-mcp&Date"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=MCPHubCloud/awesome-mcp&type=Date&theme=dark" /> <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=MCPHubCloud/awesome-mcp&type=Date" /> <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=MCPHubCloud/awesome-mcp&type=Date" /> </picture> </a>

Thanks

most mcp list come from https://github.com/punkpeye/awesome-mcp-servers which is the popular awesome project of mcps;

Recommended Servers

Crypto Price & Market Analysis MCP Server

Crypto Price & Market Analysis MCP Server

A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.

Featured
TypeScript
MCP PubMed Search

MCP PubMed Search

Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.

Featured
Python
dbt Semantic Layer MCP Server

dbt Semantic Layer MCP Server

A server that enables querying the dbt Semantic Layer through natural language conversations with Claude Desktop and other AI assistants, allowing users to discover metrics, create queries, analyze data, and visualize results.

Featured
TypeScript
mixpanel

mixpanel

Connect to your Mixpanel data. Query events, retention, and funnel data from Mixpanel analytics.

Featured
TypeScript
Sequential Thinking MCP Server

Sequential Thinking MCP Server

This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.

Featured
Python
Nefino MCP Server

Nefino MCP Server

Provides large language models with access to news and information about renewable energy projects in Germany, allowing filtering by location, topic (solar, wind, hydrogen), and date range.

Official
Python
Vectorize

Vectorize

Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

Official
JavaScript
Mathematica Documentation MCP server

Mathematica Documentation MCP server

A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica.

Local
Python
kb-mcp-server

kb-mcp-server

An MCP server aimed to be portable, local, easy and convenient to support semantic/graph based retrieval of txtai "all in one" embeddings database. Any txtai embeddings db in tar.gz form can be loaded

Local
Python
Research MCP Server

Research MCP Server

The server functions as an MCP server to interact with Notion for retrieving and creating survey data, integrating with the Claude Desktop Client for conducting and reviewing surveys.

Local
Python