Discover Awesome MCP Servers

Echo MCP Server

A simple demonstration MCP server that provides an echo tool and resource for learning how to build MCP servers. Serves as a starting point and template for creating custom MCP server implementations.

qwen-dap-mcp

Enables coding agents to connect to Debug Adapter Protocol debuggers over MCP, allowing them to launch or attach to native targets, control execution, set breakpoints and watchpoints, inspect stacks, variables, memory, and exceptions, and capture agent-friendly debugger snapshots.

Nightshift

MCP server that enables agents to manage DataHub incidents, recall past incident memory, guard columns against regression, and write postmortems into the data graph.

COMSOL MCP Server

Enables AI agents to automate multiphysics simulations in COMSOL Multiphysics, covering model management, geometry building, physics configuration, and results visualization. It supports complex simulation workflows through the MCP protocol and includes integrated knowledge retrieval for documentation and troubleshooting.

io.github.taylorwilsdon/workspace-mcp

Provides natural language control over Google Workspace services including Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Contacts, and Chat through all MCP clients.

astrbot-mcp

Provides tools for AstrBot plugin development including documentation access and hook inventory.

tuya-infrared-mcp

An MCP server that enables AI assistants to control devices via Tuya infrared remote control, supporting actions like toggling power and setting modes through natural language.

GOAT MCP Server

一个 MCP 服务器，将 Claude for Desktop 与区块链功能连接，允许用户通过自然语言交互来检查 EVM 和 Solana 链上的余额和发送代币。

Skolverket-MCP

Enables easy access to open data from the Swedish National Agency for Education, allowing querying and integration of educational statistics and facts through large language models.

xhs-mcp

A lightweight MCP server that provides read-only access to Xiaohongshu (Little Red Book) data, enabling search, note details, user profiles, and trending feeds via direct HTTP APIs.

zoho-mail-mcp

An MCP server that connects AI assistants to Zoho Mail, enabling reading, searching, sending, scheduling, organizing, and downloading emails through the official Zoho Mail REST API.

appstore-connect-mcp

Enables management of App Store Connect operations such as listing apps, managing builds, submitting for review, and handling in-app purchases through Claude Code.

gerbil-mcp

Provides AI assistants with live access to a Gerbil Scheme environment to evaluate expressions, look up module exports, and check syntax. It enables real-time interaction with the gxi runtime for macro expansion and symbol searching.

Nornir MCP Server

A FastMCP server that provides network automation tools by exposing Nornir and NAPALM operations as MCP tools, allowing users to manage and interact with network devices through compatible MCP clients.

vertaaux-mcp

MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and monitor quality from your LLM or IDE. 38 tools covering the full audit-to-fix lifecycle across 7 UX categories.

zenvoy-mcp

MCP server for the Zenvoy Markdown notes app, providing 26 tools for vault operations like reading, creating, searching notes, and managing tasks, templates, and comments.

overseerr-mcp-server

FastMCP server to interact with the Overseerr API for movie and TV show requests management, enabling users to request media, search, and manage libraries via natural language.

MCP Calculator Server

Provides mathematical calculation tools including basic operations, expressions, and functions, along with TypeScript SDK documentation resources and meeting summary prompt templates.

hiveclear

MCP server for agent treasury management. Creates yield-bearing vaults, manages USDC deposits, and runs programmable time-based payment streams between agents.

MCP Data Analyzer

Enables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.

Scroll MCP Server

MCP server for automated quality audit and corpus navigation of the Herculaneum scrolls, exposing scroll metadata, transcriptions, CT volumes, ML models, and documentation.

CRAFT Content MCP Server

An MCP server providing 8 content creation tools for case studies, newsletters, webinars, and more, based on the CRAFT Framework.

Symbiotic MCP Server

Enables security analysis of code and infrastructure files via MCP, using Symbiotic CLI for scanning vulnerabilities.

gpal

An MCP server that gives your IDE or agent access to Google Gemini with autonomous codebase exploration, enabling deep code analysis, architectural reviews, and bug hunting.

MCP Context Master

Automatically analyzes project dependencies to discover and download the most relevant documentation, enabling developers to quickly set up comprehensive project context.

pendo-mcp

A comprehensive MCP server that provides AI assistants with powerful access to Pendo analytics through 15 specialized tools, transforming natural language questions into deep product insights.

MCP Scorecard Server

Provides AI models with tools to check trust scores and safety details for MCP servers, search for servers, and view ecosystem statistics.

gemini-cli-mcp

A secure MCP server that wraps the Google Gemini CLI, allowing clients to query Gemini models using local OAuth sessions without requiring an API key. It provides tools for model interaction and diagnostics with built-in protection against command injection.

mendix-mcp-server

Enables AI agents to read and modify Mendix application models through MCP tools for creating modules, entities, pages, microflows, deploying, and querying runtime data.

cloudprice-mcp

MCP server that lets Claude (or any MCP-compatible client) compare on-demand compute + storage pricing across AWS, Azure, and GCP in real time.