发现优秀的 MCP 服务器

eToro MCP Server

MCP server connecting AI assistants to eToro for portfolio analysis, market research, and trading, with 35 tools.

codex-vision-mcp

Exposes a tool for understanding images via Codex app-server, enabling analysis of screenshots, OCR, and visual comparisons.

MinerU Document to Markdown MCP Server

Converts documents (PDF, Word, PPT, images, HTML) to Markdown via MinerU API. Supports URL and local file inputs with OCR, formula/table recognition, and automatic large file handling.

APLCart MCP Server

An MCP server providing access to the APLCart idiom collection with semantic search and syntax matching capabilities. It enables users to find APL expressions and idioms through natural language queries, keyword searches, and exact syntax lookups.

icloud-mcp

MCP server for iCloud integration, enabling management of calendars (CalDAV), contacts (CardDAV), and email (IMAP/SMTP) through natural language.

MCP Server Template

Minimal template for building Model Context Protocol servers with Bun and TypeScript, including schema-based state validation, YAML persistence, and tool registration.

Moth

A debugging workflow plugin for AI coding agents. Turns terminal failures into source-backed fixes via MCP and structured skills.

Malt MCP Server

Enables reading your Malt freelance profile, statistics, and missions through browser automation.

NoesisAPI

Solana on-chain intelligence API — token scans, wallet PnL, bundle detection, fresh wallets, dev profiling. MCP server for Claude, Cursor & AI agents. Live PumpFun/Raydium streams

mcp-windows-debug

A Windows-only MCP server that gives AI models eyes and hands on a Windows machine, enabling file reading, screenshots, mouse/keyboard injection, and an auto-debug loop with a safety-focused watchdog for protected abort regions.

mcp-fritzbox

A Model Context Protocol (MCP) server for interfacing with AVM FRITZ!Box routers. Control smart home devices, monitor network status, and administer your router through any MCP-compatible client.

research-mcp

A read-only FastMCP server for academic research that lets agents search papers, inspect metadata, follow citation graphs, generate BibTeX, and read full texts of open-access PDFs via semantic scholar, OpenAlex, arXiv, DBLP, and Crossref.

workbeast

Enables LLMs to query a local commitment ledger and knowledge base extracted from email, calendar, and meeting transcripts, allowing natural language search for facts, people, and open commitments, and suggesting closures with evidence.

mcp-feedback-enhanced

MCP server providing feedback-oriented development workflows with a Web UI and desktop application for interactive user confirmation, session tracking, and smart prompt management.

FORTRESS-MCP

A zero-trust security gateway for AI-agent tool execution, enforcing authentication, authorization, risk classification, and human confirmation before MCP tools run.

Connectry Architect Cert

Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, progress dashboard, spaced repetition, and deterministic grading. Everything runs locally — no cloud, no accounts, no telemetry.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, view code reviews and discussions, check pipeline test results, and respond to comments through natural language chat commands.

HF MCP Server

Enables querying course information, structured skills, and MCP knowledge with Redis caching, plus includes performance load testing capabilities.

MCP Agent Health Reporter

Advisory AOS agent health scan before deployment. Checks manifest, runtime services, immune loop, and physical evidence under a target directory. Stdio MCP: mcp-agent-health. Install: pip install mcp-agent-health==0.3.1

mcp-seo

Enables AI agents to perform comprehensive SEO audits on web pages, including meta tags, headings, links, images, performance, and more, via a CLI or MCP server.

GenZ MCP Server

A streamlined MCP server that provides essential AI-powered tools for interactive development chat and systematic root cause analysis. It supports multiple AI providers to help developers brainstorm technical solutions and perform evidence-based debugging.

wohaoniu-zhitou-mcp

Enables AI agents to use 我好牛AI智投 for checking brand visibility in Chinese AI chatbots and generating ad hooks and scripts directly in chat.

Multi-Tenant Analytics MCP

Enables e-commerce clients to query their own analytics data in plain English with strict tenant isolation enforced by the database.

Test-Governance MCP Server

Enables AI assistants to securely access Okta Identity Governance APIs for managing users, groups, apps, access requests, and certifications with configurable deployment modes and safety controls.

Remote MCP Server on Cloudflare (Authless)

A template for deploying a Model Context Protocol server to Cloudflare Workers without requiring authentication. It enables the hosting of remote tools that can be accessed via SSE by the Cloudflare AI Playground or local clients like Claude Desktop.

Financial MCP Server

Provides mock financial data including bank transactions, credit reports, and EPF details for the Finarrator application through authenticated API endpoints.

Fabrica MCP Server

Gives AI agents access to tokenized real property data on the Fabrica protocol, enabling property search, lending market analysis, and portfolio exploration.

Apple Notes MCP

A local-only server that enables AI agents to create, read, search, and organize Apple Notes directly on macOS. It supports folder management, note formatting, and checklists using native automation to ensure data remains private and local.

Design Analysis MCP Server

Reverse-engineers design videos and images into structured frontend implementation specifications using vision LLMs and FFMPEG for frame-level analysis.