发现优秀的 MCP 服务器

mcp-toolkit-server

An MCP server providing secure calculation, knowledge base search, and text statistics tools, along with resources and prompts for enterprise agent integration.

agent-center-mcp

An MCP server that enables agents to join the Cortex Agent Center, declare capabilities, discover other agents, and exchange messages directly, facilitating agent-to-agent collaboration.

vnc-mcp

Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, providing tools for screen reading (OCR), mouse and keyboard control, and automation.

AppleScript Automation MCP

A local MCP server that exposes macOS automation actions (AppleScript + CLIs) as tools, enabling MCP clients on your Mac to control apps, system settings, and more.

Bitbucket MCP

Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching PRs, commits, diffs, and file content for AI-assisted bug triage and impact analysis.

ESCAP Data Explorer MCP Server

An MCP server that provides official statistical data for development indicators in Asia-Pacific. It wraps the ESCAP Data Explorer API, letting any MCP-compatible host query SDG and thematic data through natural language.

MunicipalMCP

Provides programmatic access to municipal codes, ordinances, and zoning regulations from thousands of US cities and counties through the Municode digital library, enabling search, navigation, and retrieval of local government legal documents.

DataWorks MCP Server

镜子 (jìng zi)

dutch-gov-mcp

An unofficial MCP server providing access to Dutch government open data from data.overheid.nl, CBS statistics, and KVK business registry. Enables natural language queries for discovering datasets, inspecting metadata, and querying data without API keys or authentication.

Eurostat TAM MCP server

Pulls enterprise counts by NACE Rev.2 activity and size class from Eurostat and buckets them into SME and 250+ categories for the DTM TAM model, with tools to fill TAM spreadsheets directly.

Epic Patient API MCP Server

Enables access to mock Epic patient data through 15 MCP tools with two-tier access (list summaries, then fetch details) and LLM-powered natural language search across allergies, medications, conditions, clinical notes, labs, vitals, and procedures.

forge-think

Multi-step adversarial forging engine for MCP that externalizes deep reasoning into structured tools, offering three modes (seq, chain, deliberate) for tasks like technical selection and code review, with persistent sessions and hot-reloadable SOP libraries.

Engram

A self-hosted MCP server that gives AI agents shared, long-term memory over a git-backed folder of markdown, enabling persistent knowledge search, read, and write without a database.

Roblox AI Agents

Enables AI agents to build and edit Roblox Studio places by inspecting, generating terrain, geometry, and code, with validation and iteration.

BlogPublisher

Multi-platform blog publishing tool that enables users to save, schedule, and publish SEO-optimized articles to platforms like websites, LinkedIn, Twitter, and Substack directly from Claude.

TradeMemory Protocol

An MCP server that provides AI trading agents with persistent, outcome-weighted memory to learn from historical performance and detect behavioral biases. It enables agents to automatically adjust strategies and optimize position sizing based on context-aware recall of past trade outcomes.

cua-plugin

MCP server that enables agents to control native GUI apps by snapshotting accessibility trees and performing actions like click, type, and scroll without bringing the app to the foreground.

skill-forge-mcp

An MCP server that exposes the Agent Skill creation guide (9 phases) as MCP resources, enabling AI agents to build SKILL.md files on demand.

html2style

Captures website design evidence across responsive conditions and packages it into a portable design system for reuse by other agents.

Errata Tool MCP Server

FastMCP server that enables AI assistants to integrate with Red Hat Errata Tool, allowing access to product information and advisory details through authenticated API calls.

Mailbridge for Apple Mail

Enables using Apple Mail accounts to search, read, manage, draft, and send messages from Codex or Claude Code locally.

AI Casino MCP Server

Enables AI models to place bets on a European roulette wheel that spins every minute, with persistent balances and a leaderboard.

octave-mcp

Enables Claude Code to run GNU Octave code for numerical computation, plotting, and deep learning inference via system calls.

WordPress Docs MCP Server

Provides instant access to WordPress.org documentation, WordPress VIP guides, and function references. Enables searching developer documentation, looking up specific WordPress functions/hooks/classes, and querying VIP platform documentation directly in Claude conversations.

Mern-Chat-App MCP Server

This MCP server bundles a filtered copy of the Mern-Chat-App repository and exposes tools to list, read, and search files, as well as retrieve architecture overviews and file summaries.

MCP Kandinsky

MCP server that generates images from text prompts using the Kandinsky AI via official API.

Lark MCP Custom

Enables interaction with Feishu (Lark) via MCP for sending messages, managing calendar events, searching documents, and reading/writing bitable records.

China Stock MCP

Provides comprehensive access to Chinese stock market data including real-time quotes, historical prices, financial statements, technical indicators, news, and macroeconomic data for A/B/H shares through multiple data sources.

Moodle MCP Server

Enables interaction with Moodle learning management systems through the REST API. Supports course management, user enrollment, assignment handling, and forum operations through natural language.

UProc MCP

一个官方的 UProc 模型上下文协议服务器，它使 AI 助手能够参考公共网络数据并基于这些数据做出决策。