发现优秀的 MCP 服务器

scheduler-mcp

Self-hosted scheduler using Notion as control plane and Docker container with SQLite ledger, executing scheduled notifications, scripts, and LLM agents with MCP tools.

usaspending-mcp

MCP服务器与USASpending.gov API交互。

automatised-pipeline

A Rust MCP server that indexes codebases into a property graph and provides tools for code intelligence, such as searching, context, impact analysis, and change detection.

mcp-student-leave-copilot-ab

Manages student leave requests and approvals, integrated with GitHub Copilot for natural language interaction.

MCP Ads

Enables running marketing platforms like Google Ads, Meta Ads, GA4, Search Console, Tag Manager, and WordPress from any MCP client to read performance, audit wasted spend, build reports, and launch campaigns (created paused until you say otherwise).

vibops-mcp

VibOps MCP is the control plane between your AI agents and your GPU infrastructure. 74 tools covering: GPU fleet management (deploy, scale, monitor across NVIDIA, AMD, Intel, AWS, Google, Groq), Agent Infrastructure Control Plane (per-agent GPU cost, budget enforcement, model policies, dependency graph), governance (AI Act, SOC 2, immutable HMAC audit chain), and GPU FinOps (chargeback, waste..)..

Google Tag Manager MCP Server

Integrates Google Tag Manager with Claude to automate the creation and management of tags, triggers, and variables using natural language prompts. It provides specialized tools for GA4 and Facebook Pixel setup, along with automated tracking workflows for ecommerce and lead generation sites.

mcp-instagram-dm

MCP server for Instagram Direct Messages. Read inbox, send messages, search conversations, react to messages, manage pending requests, and more. 15 tools with cookie-based authentication.

MCP Server Boilerplate

A minimal, well-documented MCP server boilerplate providing a reusable baseline with tools, resources, prompts, and extensive documentation for building custom MCP servers.

HomeBox Edge

Serverless HomeBox-compatible family asset ledger with MCP tools for creating, searching, updating, archiving assets, and importing/exporting CSV/TSV.

playcaller

An MCP server that enables AI agents to play-test Unity games by capturing screenshots and simulating inputs like taps, drags, and key presses, acting as a Playwright for Unity.

Obsidian Todos MCP Server

Enables AI assistants to manage tasks within an Obsidian vault by listing, adding, and updating todos via the Local REST API. It allows users to create new todos in daily notes and retrieve task statistics through natural language.

Puppeteer MCP Server (Python Implementation)

镜子 (jìng zi)

ytmusic-mcp

Enables searching YouTube Music and managing playlists: create/delete playlists, add/remove/reorder tracks, and more via natural language.

Vendor Risk Assessment MCP Server

Enables AI-powered vendor risk assessment using AWS Titan, allowing users to evaluate individual vendors, compare multiple vendors, and get industry risk benchmarks through natural language queries.

playwright-mcp

Provides browser automation through Playwright, enabling LLMs to interact with web pages using structured accessibility snapshots instead of screenshots.

evm-server MCP Server

镜子 (jìng zi)

KnowUsWell MCP Server

Hosts the KnowUsWell friendship quiz in conversations, scoring 16 behavior questions into four-letter roles and combining two roles into one of 16 pair types with shared result links.

AutoSOC Agent

An automated security operations center MCP server that uses LLMs and network analysis tools like Tshark to detect threats in traffic data. It enables users to automatically ingest PCAP files, query specific packets, and generate intelligent security analysis reports.

mcp-taskwarrior-ai

An AI-native Taskwarrior bridge that provides natural language task management for Claude Code and other AI systems, integrating with existing Taskwarrior infrastructure.

Bilibili MCP

Enables searching for Bilibili videos through a standardized MCP interface, returning video information including title, author, view count, and duration with pagination support.

question-market

MCP server for question.market prediction markets on Algorand. Enables market browsing, wallet onboarding, and trading through natural language.

Docker MCP Server

Enables AI assistants to interact with Docker containers through safe, permission-controlled access to inspect, manage, and diagnose containers, images, and compose services with built-in timeouts and AI-powered analysis.

ucon-mcp

Verified unit conversion and dimensional analysis for AI agents. 190+ units, 31 domain formulas (clinical, physics, aerospace, SRE), physical constants with uncertainty propagation. Refuses invalid conversions structurally: the tool that won't convert mg to mL and knows the difference between torque and energy.

Pagila MCP

A read-only Model Context Protocol server developed with FastMCP for querying the Pagila PostgreSQL database. It enables secure access to movie rental data including films, actors, and customer information through natural language queries.

Document Tools

Enables document conversion and processing through an MCP server interface for AI assistants.

kra-mcp

Enables Kenya tax compliance through MCP tools for PAYE, VAT, PIN registration, and tax incentives.

Getting Started with Create React App

用于安全上限和 MCP 服务器的 AI 原生代理