发现优秀的 MCP 服务器

mcp-walmart

Enables AI agents to search products, manage cart, and track orders on Walmart.com via browser automation.

FreeTaxUSA MCP Server

Enables AI agents to file taxes through FreeTaxUSA by automating a browser, allowing form filling, navigation, and refund checks via natural language.

서울시 교통 데이터 MCP 서버

首尔市交通数据 MCP 服务器 - 提供实时交通信息、公共交通、Ttareungi（首尔市公共自行车）等数据的 MCP 服务器

MCP MySQL Server

一个容器化的服务器，允许通过模型上下文协议 (MCP) 与 MySQL 数据库进行交互，从而能够通过自然语言执行 SQL 查询、检索模式和列出表。 Or, a slightly more formal translation: 一个容器化的服务器，它允许通过模型上下文协议 (MCP) 与 MySQL 数据库进行交互，从而实现通过自然语言执行 SQL 查询、检索数据库模式以及列出数据表的功能。

mcp-ssh-remote

Enables executing commands on remote SSH hosts, with full support for bastion/jump hosts and ~/.ssh/config, plus Slurm job management and rsync.

git-log-mcp

Enables querying git commit history to analyze when and why code changes happened, providing authorship context and diffs for specific modules.

mcp-septa

Provides real-time SEPTA transit data via the keyless SEPTA API, enabling users to query schedules, routes, and arrivals for Philadelphia's public transit system.

screenshot-mcp

Enables AI agents to capture screenshots of windows (e.g., WeChat developer tools) and save them locally, allowing the agent to read the image directly and close the code-change-to-review loop without OSS or network.

MCP-ndl-search

Enables natural language search of Japan's National Diet Library bibliographic database via Claude Desktop, allowing users to find books and academic materials using intuitive Japanese queries.

WalletTriage MCP

Real-time exploit-exposure check for EVM wallets with x402 USDC payments, no signup needed.

MCP RAG System

A Retrieval-Augmented Generation system that enables uploading, processing, and semantic search of PDF documents using vector embeddings and FAISS indexing for context-aware question answering.

op-injection-scanner

An MCP server for prompt injection boundary enforcement that scans URL content using a tiered LLM model strategy.

MediaCrawler MCP Server

Enables AI assistants to crawl and extract data from Chinese social media platforms like Bilibili, Xiaohongshu, and Douyin. Provides search, content detail retrieval, and creator information tools with persistent browser sessions and QR code login support.

SEC EDGAR Filings MCP Server

Enables AI assistants to download, convert (HTML to PDF), and parse SEC EDGAR filings into Markdown, supporting filing types like 8-K, 10-Q, 10-K, and DEF 14A with Docker deployment and rate limiting.

PitchLense MCP

Enables comprehensive AI-powered startup investment risk analysis across 9 categories including market, product, team, financial, customer, operational, competitive, legal, and exit risks. Provides structured risk assessments, peer benchmarking, and investment recommendations using Google Gemini AI.

container-tag-finder

Enables AI agents to retrieve the latest semantic version tags for container images from Docker Hub, GHCR, Quay, and other OCI registries, allowing them to pin specific versions for reproducible deployments.

sl-mcp

MCP server for Sapling (sl) that gives LLMs structured access to Sapling repos with built-in safety guardrails.

TimeVerse Code Reader

A read-only MCP server for code reading with intelligent caching, line-range selection, and language detection, enabling AI assistants to efficiently and safely explore file systems.

Outlook OAuth MCP Server

Enables interaction with Microsoft Outlook for managing emails and calendars through OAuth2 delegated access. It provides a stateless, spec-compliant server that allows users to authenticate and perform mail and calendar operations with their own Microsoft accounts.

ClickUp MCP Server

Provides integration with ClickUp's API, allowing you to retrieve task information and manage ClickUp data through MCP-compatible clients.

Copywriting MCP Server

Provides 10 validation tools for direct response copywriting, including blind critique, emotional stress test, semantic memory search, and more.

tinypilot-mcp

MCP server that exposes fleet-aware KVM primitives for AI agents to control TinyPilot devices, including screen capture, keyboard input, mouse events, and device selection.

Data.gov.il MCP Server

Enables AI assistants to search, discover, and analyze thousands of datasets from Israel's national open data portal. It provides tools for querying government ministries, municipalities, and public bodies using the CKAN API.

pm4py-mcp

An MCP server that wraps PM4Py to bring research-grade process mining (event log analysis, discovery, conformance, OCEL 2.0) to Claude and other MCP agents, fully locally.

MCP English Tutor

A professional 1-on-1 English tutoring server that enables AI assistants to provide oral practice, grammar correction, and vocabulary recommendations. It features specialized tools for generating conversation topics, tracking progress, and creating immersive role-play scenarios.

Evolution API MCP Server

Exposes the Evolution API v2 (WhatsApp) as 121 tools for MCP clients, enabling management of instances, messages, chats, groups, profiles, labels, webhooks, and integrations.

Kiwix Wiki MCP Server

Provides access to offline Wikipedia and other content through Kiwix, enabling search and retrieval of articles from local ZIM files.

MIST - Model Intelligence System for Tasks

Empowers AI assistants with real-world capabilities including note management, Gmail integration, Google Calendar and Tasks management, and Git repository operations through the Model Context Protocol.

Domain Check MCP Server

一个模型上下文协议 (MCP) 服务器，用于使用 IONOS 端点检查域名可用性。 (Or, a slightly more formal/technical translation:) 一个模型上下文协议 (MCP) 服务器，用于通过 IONOS 端点来验证域名是否可用。