发现优秀的 MCP 服务器

mcp-zentao

An MCP server that enables reading and managing Zentao tasks, bugs, requirements, test cases, and test suites via the ZenTao 11.3 Legacy Session API. It integrates with MCP clients like Codex, Claude Desktop, and Cursor.

mcp-vision

An MCP server that exposes HuggingFace computer vision models for zero-shot object detection, enabling LLMs to detect and analyze objects in images.

mimo-mcp

Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capabilities including multimodal dialogue, image/video understanding, TTS, voice cloning, and ASR through MCP tools.

Enhanced File Operations MCP Server

A comprehensive Model Context Protocol server that provides over 50 file and system management tools for AI models, including navigation, file operations, search, compression, and system information capabilities.

mcp-postgresdb-readonly

Provides read-only access to PostgreSQL databases, enabling querying, schema exploration, and table metadata retrieval via MCP tools like query, list-tables, describe-table, list-schemas, and list-environments.

Demaciains MCP Server

Provides 19 AI-powered business intelligence tools for tasks such as SEO audits, company enrichment, and market analysis. These services are accessible through a pay-per-use model utilizing the x402 protocol on the Base network.

InDesign MCP Server

Enables text manipulation in Adobe InDesign documents via Claude Desktop by providing tools to add, update, remove, and retrieve text content through ExtendScript API.

IMDB MCP

Enables semantic and similarity search across IMDB movie data using vector embeddings and PostgreSQL with pgvector, supporting traditional filters and hybrid search.

structdoc-mcp

MCP server for StructDoc that converts documents (PDFs, images) into structured data like Markdown, OCR text, and invoice/receipt fields for AI agents, with pay-per-call via x402 (USDC on Base/Solana).

AEM MCP Server

A comprehensive Model Context Protocol server for Adobe Experience Manager that provides 35+ REST/JSON-RPC API methods for complete content, component, asset, and template management. Enables AI-powered AEM automation through natural language interfaces with support for page operations, component CRUD, asset management, and publishing workflows.

ai-design-expert

Provides design capabilities including requirement analysis, visual token extraction, design generation, and visual auditing.

MCP Todo Server (TypeScript)

A basic MCP server for managing a todo list stored in a local JSON file, enabling task creation, completion, listing, and daily summary generation.

wikipedia-mcp-server

MCP server for searching and reading Wikipedia articles, including summaries, full text, targeted sections, nearby pages, and language editions.

finalyy

Enables free access to multiple AI models (ChatGPT, Claude, Gemini, etc.) via MCP tools and OpenAI-compatible endpoints by leveraging browser session cookies, eliminating the need for API keys.

BackCrew Housecall Pro MCP Server

Connects AI assistants to Housecall Pro to look up and manage customers, jobs, invoices, and more through natural language. Operates in read-only mode by default with optional write capabilities.

browser-search-mcp

Enables web search via a real browser for any LLM, bypassing anti-bot measures without API keys.

Onboarding MCP Server

A local-first MCP server that enables AI coding assistants to map codebases, transcribe onboarding videos with keyframe screenshots, and maintain structured Obsidian knowledge vaults directly from IDE chat.

Foreman MCP Server

Enables interaction with Foreman instances to manage systems through the Model Context Protocol. It provides access to Foreman resources and tools, such as security update reports, directly within AI-powered environments like VSCode and Claude Desktop.

deepseek-agent-mcp

MCP server that packages DeepSeek agents as callable tools, offering a bare model for quick Q&A and a full agent capable of executing real coding and file-modifying tasks in a workspace.

overmind-mcp

Orchestrates and controls multiple AI agent CLIs (Claude-Code, Gemini-cli, etc.) via a unified MCP server, enabling complex multi-agent missions with shared memory and HTTP singleton architecture.

Apprentice

A local MCP server that delegates coding tasks to local Qwen and cloud Gemini models, enabling orchestrators like Claude Code to offload routine code generation and receive verified results with automatic correction logging.

MKP MCP Server

Enables AI systems like Claude to activate advanced reasoning patterns, domain expertise, and contextual analysis capabilities through Meta-Knowledge Processing.

FreeCAD MCP

An MCP server that enables automation of FreeCAD model creation, macro execution, and view management through a server-client architecture, supporting integration with external AI tools like Claude and Cursor.

garmin-mcp

A read-only MCP server that provides Claude Desktop with access to Garmin Connect running, strength-training, and calorie data via direct API calls.

ILP Drone Delivery MCP Server

Enables Large Language Models to interact with the ILP Drone Delivery System to plan deliveries, check drone availability, and generate route visualizations. It allows users to manage logistics tasks like capacity planning and temperature requirement matching through natural language.

RV MCP Server

Bridges AI assistants to Autodesk RV for managing media review sessions through natural language commands. Users can control playback, compare shots, and adjust color grading without needing any external plugins.

MCP Grand Prix

Enables LLM agents to participate in a live 3D racing simulation by submitting race strategies, reacting to dynamic events, and observing full race state through MCP tools.

mcp-access-oauth

Enables secure remote MCP server connections using Cloudflare Access OAuth, with user-authenticated tools on Cloudflare Workers.

slide-deck-mcp

Enables creating and managing AI-powered slide decks on deck.4hum.ai with tools to save, update, generate images, and list decks.