Discover Awesome MCP Servers

mcp-google-docs

使用 MCP (Metoro 控制协议) 操作 Google 表格和 Google 云端硬盘的工具。

VMware-AIops

AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.

weather-mcp

Enables querying current weather, 7-day forecast, UV index, and air quality for any city using the free Open-Meteo API, without requiring an API key.

api-to-mcp-gateway

Automatically converts OpenAPI/Swagger documents into MCP servers, enabling AI agents to call third-party REST APIs via the MCP protocol.

sample-mcp

A sample MCP server built with NestJS and TypeScript, demonstrating a ping tool for testing connectivity with MCP clients.

BiliMind-MCP

An MCP server that generates structured notes from Bilibili videos by automatically downloading audio, transcribing with Whisper, and processing through LLM.

Solana MCP Server

A Model Context Protocol server that extends AI capabilities by providing tools to interact with the Solana blockchain, enabling operations like transactions, account queries, and wallet management.

Cross-Platform Filesystem MCP Server

Enables comprehensive filesystem operations across Linux, macOS, and Windows with platform-aware command execution, secure path restrictions, and intelligent adaptations for file search, directory management, and shell commands specific to each operating system.

MCP Safari Server

Enables programmatic control of Safari browser on macOS for web automation, testing, and debugging via the Model Context Protocol.

figma-dev-tools

Enables conversion of Figma designs into frontend code (React, Vue, HTML, etc.) with high fidelity, including design tokens, assets, and responsive layout. Integrates with AI editors via MCP for a seamless design-to-code workflow.

PDF Content Search MCP

MCP bridge for PDF Content Search — full-text PDF search with Apple Vision OCR across thousands of documents in under a second from Claude, Cursor, or any MCP client. Advanced filters (date, category, sender, amount), wildcards, boolean operators. Bridge open-source (MIT), PDF Content Search app is commercial with free iOS+Android companion scanner apps.

Platfone MCP - Receive SMS & Virtual Numbers

Virtual phone number platform for AI agents — rent numbers across 200+ countries, receive SMS, and manage the full activation lifecycle.

Loom Transcript MCP Server

Extracts transcripts, titles, descriptions, and comments from Loom videos via a remote MCP server.

codex-memory-intelligence

A local-first MCP server that gives AI coding agents durable project memory, dependency graphs, and impact analysis to answer team knowledge and cross-file change questions before editing.

Expense Tracker MCP Server

Parses PDF receipts to extract grocery and shopping expenses, automatically categorizes items using smart rules and LLM fallback, and stores them in a local SQLite database for querying purchase history and spending patterns.

@alex-apps/ng-token-saver

An MCP server that gives AI agents Angular template awareness via compiler-backed tools, providing component contracts, diagnostics, and version-specific facts while saving tokens by returning concise JSON instead of entire source files.

ctxd

A context firewall MCP server for AI coding agents that selects minimal useful context, provides persistent project memory, and manages sessions and handoffs.

Directus Task MCP Server

Enables AI assistants to manage tasks in Directus databases with automatic schema synchronization, supporting CRUD operations, filtering by status and priority, and TypeScript type safety.

Search-Movie

An intelligent movie and TV series resource search tool based on Model Context Protocol (MCP), supporting multi-source search and link verification.

Warteg Online MCP Server

Enables AI assistants to manage Warteg Online meal delivery subscriptions through natural language, including viewing schedules, skipping deliveries, rescheduling meals, updating addresses, and managing dietary restrictions.

Dreambot Scripting MCP

Enables AI to write DreamBot OSRS scripts by providing real-time access to the DreamBot API 4.0 JavaDocs and best practices.

fmp-mcp

Enables AI agents to analyze stocks, screen markets, compare peers, read earnings calls, and track sector rotations using live financial data from Financial Modeling Prep.

Stock SDK MCP Server

Provides comprehensive stock market data (A-shares, Hong Kong, US) including real-time quotes, K-lines, technical indicators, sectors, futures, and options, with built-in AI Skills and MCP Prompts for financial analysis.

MySQL MCP Server

镜子 (jìng zi)

myteam-mcp

MCP server for the HR platform 'МояКоманда' that enables AI assistants to access and interact with HR data like employees, teams, calendar, absences, requests, knowledge base, surveys, and more via its REST API.

ClickUp MCP Server

An MCP server providing comprehensive access to the ClickUp API, enabling AI assistants to manage docs, tasks, spaces, lists, and more.

Pynite MCP Server

Enables AI assistants to perform structural engineering analysis using the Pynite finite element library, including model creation, element definition, analysis execution, and result visualization through natural language.

brilliant-directories-mcp

Official MCP server for Brilliant Directories, the membership and directory website platform powering 50,000+ sites. Manage members, posts, leads, reviews, email templates, forms, menus, pages, redirects, tags, and more.

GitHub Enterprise MCP Server

通过 GitHub API 实现与 GitHub 仓库的交互，允许通过自然语言命令进行文件操作、仓库管理、问题跟踪和代码搜索。

agent-walkie-talkie

Enables autonomous agent-to-agent communication between Claude Code instances using Redis Streams, with Discord and web UI for monitoring and intervention.