发现优秀的 MCP 服务器

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

W Agent

A self-hosted WhatsApp bridge with an AI agent enabling searchable context, message drafting, and approval workflow via MCP protocol for Claude Desktop and other MCP clients.

power-ops-mcp

Provides structured tools for thermal power operations, including defect and work order search, summaries, and failure analysis. Replaces free SQL with fixed templates and supports dashboard and service status.

shadcn-vue-mcp

Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI dev

n8n-fabric

Wraps n8n with an MCP server and vector storage to enable semantic search, management, and execution of automated workflows. It integrates with other tools to make workflows searchable and orchestratable within a larger automation ecosystem.

OpenInputBridge-MCP

An MCP server that exposes OpenInputBridge's kernel-level keyboard/mouse driver as tools, enabling AI agents to send synthetic key and mouse input for GUI/native app test automation. It includes safety gates, rate limiting, and an exclusive input mode for CI/test machines.

Swit MCP Server

A Model Context Protocol server that integrates with Swit collaboration tools, allowing LLM clients to interact with Swit workspaces, channels, and messages through OAuth authentication.

FastAPI Todo MCP Server

Enables AI assistants to manage a todo list with full CRUD operations, including creating, reading, updating, and deleting todos via a FastAPI backend with SQLite persistence.

candidate-mcp-server

Enables LLMs to access candidate information including resume, LinkedIn, GitHub, and contact via email.

Trusty Squire

Signs up to SaaS platforms and vaults the credential so you can focus on coding

Supervisord MCP

Enables AI agents to manage Supervisord processes (start, stop, restart, view logs, etc.) through the Model Context Protocol, simplifying process management in production and development environments.

google-surf-mcp

Provides Google search, URL extraction, and academic paper inline extraction without API keys, enabling search and content retrieval from a single MCP server.

HireLab Screener

Enables Claude to securely search, read, and update your ATS data — candidates, mandates, pipelines, tasks, and interviews — through natural language, with configurable write permissions and confirmation for actions like scheduling and emailing.

Splunk MCP for SOC Operations

Enables AI-driven SOC investigations by providing automated Splunk querying, threat intelligence enrichment, and response actions through natural language. Includes tools for IP pivoting, lateral movement detection, and label harvesting.

TalentBridge Lebanon

MCP server for the TalentBridge Lebanon career-matching platform, offering job search, job retrieval, skill gap assessment, and job index statistics.

Ponderers MCP Server

A Model Context Protocol (MCP) server implemented in Rust, providing utility tools for IP information and OpenRouter model details.

Jules MCP Server

An MCP server for orchestrating Google Jules as a remote coding agent from a local coding agent, handling task decomposition, API dispatch, monitoring, intervention, code review, and PR merging.

image-forensics-mcp

An MCP server that enables AI assistants to analyze images for AI-generated content using noise maps, error level analysis, frequency analysis, spectral decay, color analysis, and metadata inspection.

Image Processing MCP Server

Enables image processing tasks such as resizing, compressing, converting formats, cropping, and extracting metadata directly within IDEs like Cursor via the Model Context Protocol.

ida-pro-mcp

A lightweight MCP server that exposes IDA Pro's disassembly, decompilation, and symbol query capabilities to AI clients, with reduced tool set for lower token consumption.

MCP Server for continue.dev

A Python server implementing the Model Context Protocol to provide customizable prompt templates, resources, and tools that enhance LLM interactions in the continue.dev environment.

yazio-mcp

MCP server for managing Yazio user & nutrition data (unofficial)

Currency Agent MCP Server

MCP server for currency conversion with real-time exchange rates via the Frankfurter API. Enables agents to retrieve latest currency data and perform conversions.

Dashboard Agent MCP

Enables agents to create interactive dashboards from natural language queries, returning both text results and portable dashboard resources for MCP Apps-compatible hosts.

Browser Use MCP Server

A FastMCP server that enables browser automation through natural language commands, allowing Language Models to browse the web, fill out forms, click buttons, and perform other web-based tasks via a simple API.

bridge-mcp

A local MCP server that bridges ChatGPT to a Windows PC, offering filesystem, shell, Git, and diagnostic tools via a secure tunnel.

Python notebook mcp

Python notebook mcp

Grimmory MCP Server

Enables AI assistants to manage a Grimmory book library through 53 specialized tools for books, authors, shelves, reading progress, metadata, and more.