发现优秀的 MCP 服务器

Visual Sentinel MCP Server

Six-layer website monitoring (uptime, performance, SSL, DNS, visual regression, content change) from Claude, Cline, and Cursor. Free tools (DNS lookup, SSL check, speed test, website checker) work without an account; monitor, incident, alert, and status-page tools use a personal API key.

vibe-audit

Enables scanning of code and URLs for security vulnerabilities (hardcoded secrets, missing headers, etc.) via Claude Code, integrating with the vibe-audit security scanner.

mcp-geodistance

Geographic coordinate math MCP server providing great-circle distance, destination bearing, and coordinate conversion tools.

MCP Router

Enables AI clients to manage multiple accounts per provider (e.g., Notion workspaces, GitHub identities) through a single MCP endpoint, with sticky account selection and context switching.

ClawdCursor

The local MCP server that gives any AI agent safe desktop control. Provides 6 compact tools (computer, accessibility, window, system, browser, task) for cross-platform GUI automation with ground-truth verification.

memoria-codigo-local

MCP server that indexes TypeScript/React project symbols in memory, enabling agents to find definitions, references, and dependencies without reading the whole repo. Also includes a local visual dashboard with no outbound network calls.

gbrain

A local-first compiled knowledge graph MCP server that provides structured memory for AI agents with full-text search, vector embeddings, and timeline tracking.

AutoCAD MCP Server

Enables Claude Web to control a local AutoCAD instance via MCP, exposing 149 tools for CAD operations with dual COM/ezdxf backend support.

Google Search Console MCP Server

An MCP server that enables AI agents to manage Google Search Console properties, including checking index status, requesting indexing, submitting sitemaps, and pulling search analytics with per-property quota tracking.

TÁNDEM MCP Server

Enables cross-refinement between two LLMs with automated critique, revision, and convergence, providing tools for managing tandem sessions.

ObsidianConnector

Provides local MCP access to registered Obsidian vaults, enabling Markdown note operations like reading, writing, searching, and managing notes via tools for Codex and ChatGPT Desktop.

TokenLens MCP

Analyze AI conversations to estimate token costs, detect waste, and generate optimized prompts directly from your editor.

DimeVision MCP Server

Enables AI assistants to analyze weld photos for quality scoring and identify common defects like porosity or undercut. It provides practical bead-building tips and technical guidance for MIG, TIG, and Stick welding processes based on AWS/ASME standards.

NexusNote MCP Server

Enables debate search and citation functionality through web search, Wikipedia, arXiv, and AWS documentation APIs. Designed to power debate features with comprehensive research and citation tools via MCP protocol.

Wazuh MCP Server

A production-ready Model Context Protocol (MCP) server for seamless integration between Wazuh SIEM and Large Language Models (LLMs).

antigravity-mcp

Bridges Google Antigravity CLI with MCP clients, enabling 13 specialized tools for AI-assisted coding, automation, and security audits.

sainsburys-mcp

An MCP server that enables adding groceries to a Sainsbury's basket from a plain-text shopping list via natural language, using existing browser session for authentication.

cn-scraper-mcp

MCP server that enables AI agents to search Chinese web platforms (Taobao, JD, Xiaohongshu, Zhihu, ZSXQ) without being blocked.

umdgencli-mcp

An MCP server that lets AI agents drive UMDGenCLI to create and edit PSP UMD images (ISO/CSO/DAX). It exposes all major UMDGenCLI functions as tools for building compilations, saving images, converting formats, patching, extracting, and inspecting.

kChat MCP Server

Enables interaction with the kChat platform to manage channels, post messages, and handle message threads. It also allows users to retrieve channel histories, manage emoji reactions, and access workspace user profile information.

Airflow MCP

Enables users to interact with Apache Airflow orchestration platform through natural language to query pipeline statuses, troubleshoot DAG failures, trigger DAGs, and analyze configurations.

simple-greeting-mcp

A minimal MCP server that provides a single 'hello' tool returning a greeting message, deployable on Render.

Slack Feedback MCP Server

Enables users to collect, search, and retrieve product feedback and full conversation threads directly from Slack channels. It supports filtering messages by specific stakeholders and time ranges to facilitate efficient feedback analysis.

Instagram MCP Server

Enables AI assistants to interact with Instagram and Facebook accounts through their APIs, supporting messaging, post management, commenting, and content creation.

jc-mcp

Token-efficient MCP server for Jira and Confluence that returns lean, flat responses to minimize token usage. Enables issue/comment/transition management, JQL/CQL search, and Confluence page operations.

media-gen-mcp

MCP server that enables AI assistants to generate images and videos on demand using free-tier providers like Agnes AI, Cloudflare Workers AI, Hugging Face, and Google Gemini, with tools for creating media, polling async jobs, and listing providers.

superops-mcp

Enables interaction with the SuperOps.ai PSA/RMM platform for managing clients, tickets, assets, and technicians via GraphQL API.

Azure SQL MCP Server

Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.

Substack Reader MCP Server

Enables users to manage and read Substack content directly within Claude, including listing subscriptions and fetching full post details. It supports searching within newsletters and retrieving recent feeds using authenticated browser cookies.

HistGradientBoostingClassifier MCP Server

Provides tools for training, managing, and making predictions with scikit-learn's HistGradientBoostingClassifier models. It allows users to handle model lifecycles, including creation, evaluation, and serialization, via the Model Context Protocol.