发现优秀的 MCP 服务器

MCP Object-Authz Lab

A self-hostable, vulnerable-by-design MCP server for learning how object-level authorization bugs (BOLA/IDOR) appear in multi-tenant tools.

molfi-mcp

Enables LLM agents to trade private prediction markets on HashKey Chain, including wallet management, funding, betting, and reward claiming via real on-chain transactions.

paystack-mcp

Enables AI agents to manage Paystack payments, products, customers, and transactions through natural language.

CoupleHub MCP Server

Enables couples to manage recipes, meal plans, calendar events, and grocery lists together.

figma-docs-mcp

Local MCP server that transforms Figma documentation and business rules into a semantically searchable index, exposed as a tool for Claude Code to query via natural language.

symfony-runtime-mcp

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

mysql-mcp

Enables safe read-only SQL queries on MySQL/MariaDB databases with multi-domain support, strict selection controls, and audit logging.

github-mcp-gateway

A remote MCP server that gives MCP clients authenticated access to GitHub: repos, issues, pull requests, file contents, and search, over a proper OAuth 2.1 handshake. Runs on Cloudflare Workers.

mcp-libreoffice-calc

An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks through UNO, including reading, writing, formatting, and hyperlink management.

manim-storyboard MCP Server

Enables LLM agents to generate labeled contact sheets of Manim animations, scaffold storyboards from renders, and validate rendered steps against expected intents via MCP tools.

Obsidian Vault MCP Server

Enables Claude to read, write, search, and manage Obsidian vault notes through a serverless MCP server deployed on Cloudflare Workers and R2 storage, utilizing Obsidian Sync for seamless bidirectional synchronization without requiring local NAS or tunnel infrastructure.

Agent Bridge

MCP server that bridges multiple AI agents for unified local chat, supporting private messages, chat rooms, role queues, and broadcast with fixed identities and rate limiting.

Ollama MCP Server

Bridges Ollama's capabilities with MCP-compatible clients, enabling web search and content fetching to provide real-time information and reduce hallucinations.

German Legal MCP Server

Provides unified access to German federal and state legislation, court decisions, and European Union legal databases for comprehensive legal research. It enables users to search and retrieve full-text laws, parliamentary documents, and judicial rulings directly through the Model Context Protocol.

mcp-defectdojo

MCP server for DefectDojo vulnerability management, exposing 24 tools for managing products, engagements, tests, findings, scan imports, and finding lifecycle through the Model Context Protocol.

azure-pricing-mcp

Enables LLMs to query Azure service pricing via the public Azure Retail Prices API, with tools for searching prices, estimating costs, comparing regions, and listing services.

Facebook Ads Management Control Panel

A Node.js Express server that integrates with Facebook Marketing API to provide a platform for managing ad campaigns, analyzing performance, and receiving optimization recommendations.

Segmenting AI Workflow MCP Server

This MCP server provides tools for OCR and keyword extraction, enabling AI workflows to be split into discrete steps for easier testing, tuning, and cost control.

quiz-it

Provides 100 IT/programming quiz questions with tools to retrieve questions by category, get random questions, check answers, and list categories, usable via Claude Desktop MCP or REST API.

Codebase Insights MCP Server

Analyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.

Alpha MCP

Provides a comprehensive set of tools for Polymarket prediction market trading, including Gamma discovery, CLOB trading, gasless relayer, managed WebSockets, and paper simulation, enabling agents to interact with Polymarket natively.

rulith

An external reasoning board for LLM agents that provides exact arithmetic, deductive closure, and evidence tracking, ensuring every claim is derived or has provenance.

mcp-lever

MCP server to search and retrieve job postings from companies' Lever job boards, including reading full job details and filter vocabularies, with no API key required.

MCP Chunk Editor

一个 MCP 服务器，为 LLM 提供高效且安全的文本编辑器。 (Alternatively, depending on the specific context and target audience, you could also say:) 一个 MCP 服务器，为大型语言模型 (LLM) 提供高效且安全的文本编辑器。

Hong Kong Creative Goods Trade MCP Server

Provides access to Hong Kong's recreation, sports, and cultural data through a FastMCP interface, allowing users to retrieve statistics on creative goods trade including domestic exports, re-exports, and imports with optional year filtering.

Cube.js MCP Server

Enables AI assistants to query and analyze data from Cube.js analytics platforms, allowing natural language access to cubes, measures, dimensions, and complex analytics queries.

ClaudeCyclingMCP

An MCP server that converts structured cycling workout specs into MyWhoosh .zwo and Garmin Connect workout files, with tools for validation, description, and rendering. It also includes skills for uploading workouts to both platforms.

ezyVet MCP Server

Enables AI agents to manage veterinary practice data through ezyVet API, including animals, contacts, appointments, consults, invoices, and products.

jobfinder

Enables AI-powered job searching across multiple platforms using natural language or CV uploads, ranking results by shortlisting likelihood and generating detailed spreadsheets. Integrates with Claude to perform full job searches, preview query interpretation, and manage platform configurations.

ns-hpc

Provides a secure, sandboxed interface for LLM agents to interact with HPC clusters via bubblewrap isolation, managing workspaces and executing commands locally or through Slurm.