发现优秀的 MCP 服务器

openbusdata

MCP server for the UK Bus Open Data Service, enabling timetable queries, stop search, route discovery, journey planning, and real-time bus tracking.

Subnet Calculator MCP Server

Enables subnet calculations from CIDR notation, providing network address, broadcast address, netmask, wildcard mask, usable host range, and number of usable hosts.

trails-mcp

Enables searching outdoor trails by name or place, retrieving route details, elevation profiles, and optional weather forecasts via Windy.

DepShield MCP

Acts as a security checkpoint for AI coding agents by intercepting package installations to verify existence, check against CVE databases, and block vulnerable or hallucinated dependencies before they reach your codebase. Provides seven security tools including pre-install gates, full project audits, safe version recommendations, and deep transitive dependency scanning for npm and PyPI packages.

frame-check-mcp

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

Dummy MCP Server (Contabo + Hetzner)

A demonstration MCP server that simulates server management actions for Contabo and Hetzner using FastAPI. It provides a mock environment for testing request routing and provider-based service modules without requiring live API credentials.

PayRam MCP Server

Enables AI agents to deploy and operate a self-hosted, no-signup crypto payment gateway with multi-chain support, card-to-crypto checkout, and MCP tools for payment links and integration snippets.

lumen-mcp

Drives Lumen's data-to-SQL-to-chart-to-report loop from any MCP client, supporting keyless SQL and charting or keyed agentic data analysis.

Zoom MCP Server

一个人工智能辅助的服务器，可以在 Zoom 会议中实现约会功能。设置需要 Zoom API 凭证（客户端 ID、客户端密钥、账户 ID）。

sostenuto

Provides a selective persistent memory layer for AI companions, enabling structured recall, reinforcement, and time-decayed retrieval through an MCP interface.

fantastical

Enables querying and managing Fantastical calendars and events via the MCP protocol, allowing AI assistants to list calendars, create events using natural language, and search or retrieve event details.

mcp-file-oper

file operation

wazza-mcp-test-server

A simple HTTP server to validate MCP infrastructure for the Wazza MCP client, exposing endpoints for tool discovery and calling.

kaito-mcp-server

Provides crypto market intelligence tools, reference resources, and prompt templates for sentiment analysis, mindshare tracking, social intelligence, and more.

Coda MCP Server

This MCP server enables seamless integration with Coda.io for document, table, and row management. It provides tools to fetch, upsert, and delete data through natural language commands.

mcp-digitalnz

Enables searching and retrieving records from the DigitalNZ collection, with tools for keyword search and fetching full item details.

Google Forms MCP

MCP server for reading, editing, and publishing Google Forms with the official Google Forms API. Enables AI agents to programmatically create, modify, and manage forms and responses.

advanced-circleci-mcp-server

A CircleCI MCP server specialized in config review, providing tools for fetching actual configs, validating changes, and analyzing workflow bottlenecks, health, and DAG dependencies.

docx-mcp-server

Enables AI agents to read, edit, and create Microsoft Word documents (.docx) with support for rich text, tables, and images, deployable locally or via SSE.

Polymarket MCP Server

Enables AI agents to query Polymarket data such as top wallets, live trades, market details, and smart money flows using natural language through MCP tools.

distillory

Local-first memory engine that synthesizes entity profiles at ingestion. Enables persistent, reasoning memory for AI agents via MCP tools like add, search, and profile.

@intempt/mcp-server

MCP server for Intempt GrowthOS — AI content generation, brand management, knowledge base, and user/account lookup through natural language.

OpenAI SDK Knowledge MCP Server

An MCP server that provides expert knowledge on the OpenAI API, powered by RAG. It enables users to ask technical questions and get accurate answers, with support for search and fetch tools.

DrissionPageMCP

Provides browser automation via DrissionPage and FastMCP, enabling AI to control Chrome browsers for tasks like page navigation, element interaction, JavaScript execution, and network monitoring.

mcp-moodle

Enables AI assistants to interact with Moodle via web services, allowing tasks like listing courses, assignments, events, and downloading files.

gmail-mcp

Multi-account Gmail MCP server for reading threads, managing labels, and creating drafts across multiple Gmail accounts.

Hivemind MCP

Provides access to a community knowledge base of 16k+ debugging solutions and 223+ reusable skills, plus auto-scanned project-specific knowledge bases that learn and store solutions as you work.

Apple Books MCP

苹果图书 MCP 服务器 (Píngguǒ Túshū MCP Fúwùqì)

Garmin-Strava-mcp

MCP server that gives Claude access to real-time Garmin Connect and Strava data for analyzing training and suggesting sessions.

Persistent-Code MCP Server

创建并维护代码的语义知识图谱，允许在与 Claude 的会话中保持上下文，提供高级搜索功能，而无需将整个代码库放入上下文窗口中。