发现优秀的 MCP 服务器

shell-mcp

Gives AI agents shell access by providing a run_command tool for executing shell commands and returning stdout, stderr, and exit code.

picsellia-mcp

MCP server that wraps the Picsellia Python SDK, giving AI assistants access to computer vision platform capabilities such as datasets, experiments, models, deployments, and monitoring.

mcp-aemps

Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-time pharmaceutical data, including medications, supply problems, and clinical equivalences.

Salesforce MCP Server

Enables Claude to interact with Salesforce for querying, modifying, and managing objects and records, with automatic integration setup for external services like WhatsApp, Slack, email, and webhooks.

om-metrics MCP Server

Provides natural language querying of open-source community data, including health scores, PR/Issue statistics, contributor analysis, and CLA signings via Claude Desktop.

🧠 DeepSeek MCP Server

镜子 (jìng zi)

SwitchBot MCP Server

使人工智能助手能够控制SwitchBot设备，通过SwitchBot API提供设备管理、场景执行和传感器信息监控等功能。

Your AI Assistant in Memory Forensics

这个仓库托管了一个用于 volatility3.x 的 MCP 服务器。

mcp-randomuser

Wraps the randomuser.me API to generate random user profiles with names, contact info, and demographics, optionally filtered by gender and count.

Context7 MCP Server

Provides up-to-date library documentation by resolving library names and fetching docs via the Context7 API.

Binance MCP Server

Enables interaction with Binance cryptocurrency exchange through API integration. Provides datetime utilities, connectivity testing, and server time synchronization for cryptocurrency market operations.

vision

Enables vision capabilities for OpenCode by analyzing local images (PNG, JPG, WebP, GIF, HEIC, SVG) using the Google Gemini API.

Discord Raw API MCP Server

允许直接与 Discord API 交互，使用 REST API 调用和斜杠命令语法进行机器人管理、服务器配置和消息操作。

Database MCP Server

Enables AI assistants to interact with PostgreSQL and Supabase databases through natural language. Supports secure database operations including queries, migrations, and schema management with user-provided credentials.

LLM Python Code Sandbox

Enables LLMs to execute Python code in isolated sandboxes with file operations and MCP integration, supporting multi-round execution and plot capture.

Earthdata MCP Server

一个模型上下文协议服务器，能够高效地发现和检索 NASA 地球数据，用于地理空间分析。

Resume Parser MCP

Enables parsing of raw resume text into structured JSON format with organized sections for skills, experience, education, and projects. Uses Google's Gemini AI model to extract and categorize resume information from unstructured text input.

ds-mcp

A read-only MCP server that provides AI coding agents with a queryable contract for design system tokens, components, patterns, and anti-patterns.

Web Search Neo

Enables fetching and extracting text from URLs, searching the web via DuckDuckGo and Yandex, and retrieving page links through MCP tools.

Remote MCP Server

A Python-based MCP server that provides mathematical tools like addition and random number generation, plus server metadata.

FastAPI MCP Server

A production-ready Model Context Protocol server built with FastAPI, featuring JWT authentication, PostgreSQL database support, Redis caching, and comprehensive health monitoring for building secure async API applications.

MCP KQL Server

Enables intelligent KQL query execution against Azure Data Explorer clusters with AI-powered schema caching and natural language to KQL conversion. Provides automated schema discovery and context-aware query assistance for enhanced data exploration.

KlingMCP

Kling AI video generation with text-to-video, image-to-video, and multiple quality/speed models via AceDataCloud API.

dbt MCP Server

Provides intelligent dbt assistance through Claude Code integration, enabling users to perform dbt CLI operations, explore project metadata, and execute SQL queries against DuckDB warehouse with context-aware support.

Excel MCP Server

A Model Context Protocol server that enables AI agents to freely operate Excel spreadsheets, providing tools for workbook creation, cell manipulation, formatting, formula handling, and data export.

Movie MCP Server

A Model Context Protocol server that enables searching and retrieving detailed information about movies and TV shows using The Movie Database (TMDB) API.

mcp-browser-parallel

Multi-instance parallel browser MCP server that manages multiple isolated browser instances in a single Chrome process with automatic login state cloning, allowing parallel independent operations across instances.

aseprite-mcp

MCP server for Aseprite — create, edit, and export pixel art sprites, animations, and sprite sheets from any AI assistant.

findata-mcp-server

这是一个 MCP 服务器，它提供对 Alpha Vantage API 的访问，允许检索股票数据，并将其用作 LLM 的上下文。

moltnode-mcp

Enables MCP clients to interact with over 31 blockchain chains through the MoltNode RPC gateway, providing tools for chain listing, RPC calls, block numbers, and native balance queries without API keys or setup.