发现优秀的 MCP 服务器

videoseek-mcp

Enables AI agents to semantically search, ask questions about, and analyze videos, with persistent memory and social media import capabilities.

MCP Perplexica

Enables LLMs to perform web searches through Perplexica with multiple focus modes (web, academic, YouTube, Reddit) and optimization settings, returning AI-generated responses with source citations.

YesHello

Digital business cards, lead capture forms, and service listings - built and managed by AI. 63 tools with live browser editing, stock photos, web scraping, and guided tours.

glideit

Enables agents to analyze long videos by downloading them, extracting transcripts and storyboards, and zooming into specific moments with high-resolution frames and OCR.

twocents

A remote MCP server that lets AI agents share HTML pages with real people for visual review and collect their pinned notes as actionable feedback.

AI Test Automation MCP Server

Exposes AI agents as MCP tools to fetch Jira stories, generate BRDs and Playwright test scripts, run tests, and auto-heal broken locators. Integrates with Claude Desktop and Cursor IDE for enterprise-grade test automation.

AgentCron

A hosted remote MCP server that lets your AI agent schedule tasks for later — reminders, delayed webhook callbacks, and recurring jobs. Read-only by design.

MCP Server + LLM Agent

Enables users to interact with a set of tools via an LLM agent, allowing natural language requests to be processed and executed through the MCP server.

mc-modpack-mcp

MCP server for Minecraft modpack diagnostics, enabling mod conflict detection, log/crash analysis, and dependency lookup via Modrinth.

Off-Nadir Delta

An MCP server for live, geolocated world-event intelligence: query event signals (coordinates, severity, sources), find hotspots, search satellite imagery (Sentinel-1/2, etc), read the AI Daily World Brief, and ask an OSINT/GEOINT analyst. Local stdio proxy to the hosted Off-Nadir Delta server; free tier, token-metered.

handoff-mcp

Shared memory hub for LLMs to persist and share project context, enabling seamless handoffs between different AI agents.

mcp-qrcode

Enables decoding QR code images to extract embedded text or URLs via api.qrserver.com.

AI Sticky Notes

Enables AI assistants to persistently add, read, and summarize sticky notes through MCP-compliant tools, resources, and prompts.

apple-productivity-mcp

Connects Claude Code to Apple Mail, Calendar, and Reminders through macOS automation APIs, enabling management of emails, events, and reminders via natural language.

Local Mcp Server Sample

这是一个本地 MCP 服务器的示例。

MCP API Server

A modular MCP server that connects to external APIs, providing tools for weather data, user management, and company operations. Features a scalable architecture with TypeScript support, HTTP client abstraction, and robust error handling.

acommune

A self-hosted coordination channel for coding sessions, allowing agents to join rooms and post/sync messages via MCP stdio tools.

mcp-note-app

MCP server for a full-stack note-taking application, exposing CRUD tools for notes with SSE transport for AI agent integration.

flaim

Connect ESPN & Yahoo fantasy leagues to AI assistants via MCP. Read-only tools for rosters, standings, matchups, free agents, and league info across football and baseball.

Tiny Cryptography MCP Server

A Model Context Protocol server built with Express.js that provides cryptographic tools including key pair generation, shared secret derivation, and message encryption/decryption.

windbg-mcp

MCP server that drives cdb.exe/kd.exe to provide WinDbg debugging to LLM agents, enabling crash dump analysis, live process debugging, kernel debugging, and a searchable command reference.

MITRE ATT&CK MCP Server

Enables AI-native access to the MITRE ATT\&CK framework, allowing LLMs and agents to query techniques, threat groups, software, and generate ATT\&CK Navigator layers for threat intelligence and security workflows.

Safra MCP

Enables AI assistants to securely read balances, statements, credit card bills, and investments from Safra accounts via Open Finance Brasil. Read-only, regulated by the Central Bank of Brazil.

ccg-mcp

Enables Claude Code Desktop to call OpenAI Codex/GPT-5 and Gemini APIs via stdio MCP, without requiring local CLI tools.

Creating a simple MCP server

正在尝试 MCP 服务器... 也许会很棒，对吧？

ultimate-gemini-mcp

MCP server for Google's Gemini 3.1 Flash Image that enables fast, high-resolution image generation with advanced reasoning, up to 14 reference images, Google Search grounding, and automatic thinking mode.

article-review-mcp

A visual MCP server for reviewing explicit article patches with categorized comments, enabling deterministic patch validation, interactive accept/reject/edit decisions, and final article assembly.

OneNote MCP Server

A local MCP server that lets AI assistants read and edit OneNote pages on Windows via COM automation, without cloud authentication.

goat

Enables querying a personal fact store (facts with about and learned timestamps) through natural language over the Model Context Protocol. Supports scheduling importers to keep facts up-to-date.