发现优秀的 MCP 服务器

C++ UML Class Diagram Generator

Analyzes C++ source code to automatically generate UML class diagrams in PlantUML format, extracting classes, inheritance relationships, and member visibility from directories or file contents.

iztro OpenAI MCP for Railway

Remote MCP server for Zi Wei Dou Shu / Tu Vi Dau So astrology tools, exposing read-only tools like get_astrolabe, get_horoscope_decades, etc., designed for Railway deployment and OpenAI ChatGPT developer mode.

diffchunk

Enables LLMs to efficiently navigate and analyze large diff files by providing pattern-based chunk navigation, allowing direct access to relevant changes without loading entire diffs into context.

repo-sdk-mcp

Exposes functions to get the current working directory and review git diffs before commit as MCP tools, leveraging Claude Code CLI for diff review.

Prompt Suppressor (MCP)

A standalone MCP server that enforces clean prompt structure, strips model‑invented instructions, and detects capability hallucinations before they propagate through your system.

meticulous-mcp

MCP server for controlling Meticulous espresso machines via Claude and other AI clients.

SF Tennis Court Booking via Cloudflare MCP Server

Automates tennis court bookings on San Francisco Recreation websites using browser automation, with tools to check availability, initiate booking with SMS verification, and complete bookings.

EventHorizon MCP Server

Integrates with the EventHorizon Django platform to manage events, registrations, and user profiles through natural language, including creating/updating events, handling attendee registrations, and viewing hosted events.

Bitbucket API MCP Server

Auto-generated MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Bitbucket's API, allowing agents to perform operations on Bitbucket repositories and resources through natural language.

Bullhorn CRM MCP Server by CData

This read-only MCP Server allows you to connect to Bullhorn CRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

celery-flower-mcp

This MCP server provides AI assistants with full control over Celery task queues by exposing all Celery Flower REST API endpoints as tools. It enables monitoring workers, managing tasks, inspecting queues, and controlling worker pools in real-time through natural language.

Scientific Calculator MCP Server

Provides advanced mathematical calculation capabilities including symbolic algebra, numerical computing, data analysis, and image processing through SymPy, NumPy, SciPy, and pandas integration.

deep-reasoning-mcp

Turns Claude Code into a recursive analysis engine that builds explorable decision trees from IF/THEN chains, enabling thorough problem exploration and structured synthesis of action plans.

reforge-mcp

An MCP server that connects Claude Code to your codebase for automated code cleanup with scanning, planning, atomic fixes, and rollback safety.

LibraLM MCP Server

Access 50+ AI-generated book summaries and chapter breakdowns directly in Claude Desktop. Search books by title, author, or ISBN, and get instant access to key insights from business, self-help, and educational books.

gst-mcp

MCP server for GStreamer introspection and pipeline development. Enables LLMs to understand GStreamer elements, caps, and construct pipelines through natural language queries.

sn-mcp-server

https://github.com/signnow/sn-mcp-server MCP server for SignNow e-signature: templates, invites, embedded signing/editor, status & downloads.

BrowserLoop

A Model Context Protocol (MCP) server for taking screenshots of web pages using Playwright, allowing AI agents to automatically capture and analyze screenshots for UI verification or other tasks.

Polaris Catalog & Iceberg Governance MCP Server

Enables AI assistants to audit data governance, check access control roles, query namespaces, and inspect Iceberg metadata.

opencode-delegator

MCP server that delegates code writing, editing, and execution to OpenCode, allowing AI assistants to focus on decision-making.

surf-mcp-server

A server for querying surf spot data and searching spots, with tools to list regions, spots, get spot info, find spots by criteria, and get mock forecasts.

factsets

A self-maintaining knowledge base for AI agents that manages facts, resources, skills, and execution logs via MCP, enabling persistent context and tag-based organization.

MCP KIPRIS

用于 KIPRIS Plus 的 MCP 服务器，用于专利检索

MainWP MCP Server

Enables AI assistants to manage WordPress networks through a MainWP Dashboard, including site management, updates, plugin/theme control, and bulk operations via natural language.

searxng-mcp

MCP server that provides a search_web tool to query a self-hosted SearXNG instance and return structured web search results.

symfony-runtime-mcp

MCP server that exposes Symfony profiler runtime data (requests, queries, logs) to AI agents like Claude Code for debugging and optimization.

Positivo PCUIRN MCP Server

Enables control of TV and air conditioner through natural language commands via Cursor or Claude Desktop.

MCP-Telecom

Bridges AI agents with network infrastructure, enabling secure read-only access to multiple vendor routers via SSH for natural language queries and troubleshooting.

astro-mcp

High-precision astrology tools for LLM agents, including natal charts, transits, progressions, synastry, and more, backed by Swiss Ephemeris.

PubChem MCP Server

🧪 通过一个简单的 MCP 界面，使 AI 助手能够搜索和访问化学化合物信息。