发现优秀的 MCP 服务器

fattly

MCP server that enables AI assistants to generate images, video, and audio via the FATTLY API.

Playwright MCP

Enables browser automation through Playwright using accessibility tree snapshots instead of screenshots. Supports web scraping, form interactions, testing, and connecting to existing browser sessions with logged-in accounts.

Neo4j MCP Server for Cursor

一个 Cursor MCP (模型上下文协议) 服务器，可以直接从 Cursor IDE 无缝地与 Neo4j 数据库进行交互。

GitHub Copilot Custom MCP Server

Enables GitHub Copilot to perform markdown review, dependency checking, and AI-powered code review through serverless Azure Functions, demonstrating educational and production MCP tool patterns.

huntress-mcp

An MCP server for Huntress managed security platform, enabling management of agents, incidents, reports, and threat detections through Huntress's API.

Multi Cluster Kubernetes MCP Server

An MCP server that enables interaction with multiple Kubernetes clusters simultaneously, providing comprehensive tools for cluster management, resource operations, and diagnostics across different environments.

B2Bhint MCP Server

Enables access to B2Bhint API for searching and retrieving company and person information, including company details, financial reports, and contact data across multiple countries.

gRPC Invoke MCP

An MCP server for calling gRPC methods from AI agents, enabling them to inspect gRPC APIs and invoke unary RPCs using server reflection or local .proto files.

AI Incident Reporting MCP

Multi-regime AI incident classification and reporting MCP supporting EU AI Act Article 73, DORA, NIS2, and GDPR breach reporting.

mmc-mcp

MCP server that lets AI agents execute structured business processes by exposing process steps as tools with a sequenced event bus to prevent skipping steps.

sj-trading-mcp

永豐 Shioaji MCP Server，讓 Claude 能直接操作台灣股票、期貨與選擇權交易，並查詢即時行情與帳務資料。

ActiveCampaign MCP

Enables natural language interaction with the full ActiveCampaign account API, covering ~325 tools from v3 REST, SMS, WhatsApp, and Segments, with safety categories and Docker deployment.

Calculator MCP Server

A mathematical utility server implementing the Model Context Protocol to provide tools for basic and advanced calculations. It enables users to perform operations such as addition, subtraction, powers, square roots, and percentages through natural language.

ktx

ktx is an MCP server that provides agents with accurate warehouse querying by serving a self-improving context layer of approved metrics, joinable columns, and business knowledge through CLI and MCP tools.

local-rag-mcp

A RAG knowledge base MCP server using FastMCP and LanceDB, enabling hybrid search, document ingestion, and full MCP tool/resource/prompt support.

endiagram

12 deterministic graph-theory tools for structural analysis. Describe systems in EN syntax (subject do: action needs: inputs yields: outputs) — get topology, bottlenecks, blast radius, critical paths and lot more. No AI inside the computation.

bottube-mcp-server

MCP server for BoTTube that enables Claude Code to upload, browse, comment, and vote on agent videos via natural language.

linkedin-mcp

Automates LinkedIn recruiting tasks such as login, search with filters, paginated people search, and profile detail retrieval via Playwright.

MCP Selenium

通过 MCP 启用使用 Selenium WebDriver 的浏览器自动化，支持浏览器管理、元素定位以及基本和高级用户交互。

Mushi-Mushi

Bug-report triage and fix-dispatch MCP for vibe coders. Ask your AI coding agent for a plain-English diagnosis of any user-reported bug — with evidence, blast radius, and a paste-ready fix prompt — then dispatch an automated GitHub fix PR without a second LLM key. 71 tools, Supabase-backed, MIT SDK. npx @mushi-mushi/mcp

Sms Verify3 MCP Server

MCP server for accessing Sms Verify3 API to send numeric verification codes and estimate costs.

simplemcp

A simple PHP MCP server that auto-discovers tool classes via reflection and authenticates requests via static bearer token or rotating TOTP codes.

MCP Production

A production-ready MCP server that integrates OpenAI with FastAPI and Redis to provide streaming agentic chat capabilities and session memory. It features built-in tools for weather, calculations, and Wikipedia searches while supporting enterprise-grade features like rate limiting and structured logging.

Options Analysis Suite MCP Server

Enables AI assistants to access options analysis data, market research tools, portfolio risk snapshots, and platform context via 32 tools.

Rubik's Cube MCP Server

Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation with standard cube notation moves. Features real-time 3D visualization and interactive controls for tracking solving progress.

Vectara MCP server

Vectara MCP server

Volatility3 MCP Server

将诸如 Claude Desktop 的大型语言模型与 Volatility3 取证框架连接起来，使用户能够通过自然语言对话分析内存转储、检测恶意软件并执行内存取证任务。

CloudTypeJ MCP Server

MCP server providing calculator, user list, and statistics tools with Bearer Token authentication.

LearningSuite MCP Server

A Model Context Protocol (MCP) server that provides tools for interacting with the LearningSuite API, enabling AI assistants to manage members, courses, groups, bundles, hubs, and community features.

Azure OpenAI GPT-Image-1 MCP Server

Enables AI assistants to generate and edit images using Azure OpenAI's gpt-image-1 model through the Model Context Protocol.