发现优秀的 MCP 服务器

Universal Infinite Loop MCP Server

A goal-agnostic parallel orchestration framework that enables sophisticated multi-agent coordination for tasks like code generation, UI development, and research through specification-driven architecture. It utilizes wave-based generation and intelligent context management to execute complex, iterative agentic loops.

flipper-mcp

MCP server that enables full control of a Flipper Zero device over USB, including screenshots, radio protocols, and app development without requiring a COM port.

Tracker MCP Server

Enables AI agents to manage Kanban boards, cards, sessions, and automations through a unified MCP interface with real-time updates, supporting delegation, agent sessions, and human-in-the-loop interactions.

apcore-mcp

Automatic MCP Server & OpenAI Tools Bridge for apcore. Converts apcore module registries into MCP tool definitions and OpenAI-compatible function calling formats with zero boilerplate.

Google Workspace MCP Server

Enables AI agents to send emails via Gmail and append text to Google Docs through the Model Context Protocol.

dev-standards-mcp

MCP server that provides a searchable knowledge base of internal development standards, enabling AI coding agents to consistently reference and comply with them.

io.github.ulebule/clipgrab

Saves the image currently on the system clipboard to a file (PNG or JPG), enabling AI agents that cannot access the clipboard to use clipboard images.

vibeshare-mcp

Enables agents to share live terminal sessions, manage viewers and join requests, and stop active shares, with consent handled through tool-approval prompts.

telegram-mcp

Connects AI tools to Telegram via MCP, enabling reading chats, sending messages, managing groups, and more using your own account.

basic-mcp

Provides a suite of deterministic tools for time calculations, math, and string manipulation that LLMs often struggle to perform accurately. It also includes utilities for secure randomness, data validation, and basic network operations like DNS lookups.

Teradata MCP Server

Enables AI agents and users to query, analyze, and manage Teradata databases through modular tools for search, data quality, administration, and data science operations. Provides comprehensive database interaction capabilities including RAG applications, feature store management, and vector operations.

BankSync MCP Server

Connect AI agents to real bank accounts across 15,000+ financial institutions for transactions, balances, investments, and loans.

MCP Standardized Tool Demo

A Node.js-based MCP server that extracts numbers from text and generates statistical chart data such as bar, pie, and line charts based on frequency. It enables AI agents to perform data extraction and visualization tasks through the Model Context Protocol.

pocketsmith-mcp

Enables interaction with the PocketSmith personal finance API through 43 MCP tools for managing accounts, transactions, budgets, categories, and more.

MCP Utility Server

A beginner-friendly MCP server offering time, math, internet quotes, dad jokes, file tools, web search, and optional LangChain agent.

mcp-bigquery-evals

A BigQuery MCP server with mandatory cost guardrails that dry-run every query before execution, and a measurable accuracy badge from an eval harness.

hash-generator

Cryptographic hash generator supporting MD5, SHA1, SHA256, SHA512, and bcrypt, with pay-per-call via x402 (USDC on Base L2) – no API key or signup required.

AgilePlace MCP Server

Enables AI assistants to interact with AgilePlace for comprehensive project management tasks including board management, card operations, dependency tracking, and bulk updates. Supports natural language queries for managing AgilePlace boards, cards, and team workflows.

Open Video Guide MCP Server

Exposes Open Video Guide functions to MCP clients, enabling conversion of tutorial videos into illustrated, verifiable guides with timestamps, evidence, and review states.

arcgis-grandchute

Enables AI agents to search and query Town of Grand Chute, Wisconsin open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services.

getmcp - MCP Server Management Tool

getmcp: 查找开源 MCP 服务器的简单快捷方法

mcp-devops-server

Provides DevOps and testing tools for full-stack applications, including UI testing, security audits, CI/CD validation, and Rust/Tauri support.

ActiveCampaign MCP Server

An MCP server that enables AI tools to interact with ActiveCampaign API, allowing contact management and tracking event analysis through natural language queries.

IDM Heat Pump MCP Server

Enables AI assistants to read and write selected values from IDM heat pumps via Modbus TCP, providing controlled access to operational data and setpoints.

plurity-mcp

Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & llms.txt), and Intelligence (question & topic monitoring) services, requiring a single API key.

imagethis

One-step AI image generation for Claude Code, allowing users to generate images from natural language prompts with support for multiple backends like Replicate and OpenAI.

Roblox MCP

MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and lighting with Claude Code, Cursor, Codex, and Gemini.

Google Ads MCP Server

Enables programmatic management of Google Ads campaigns, allowing users to monitor performance metrics, update budgets, and toggle campaign statuses. It supports real-time analytics, top performer analysis, and reporting in CSV or JSON formats.

Agentic Product Protocol MCP Server

Klarna-style product discovery for AI shopping agents. Makes product catalogs machine-readable so AI agents can search, compare, and purchase products programmatically.

TailwindCSS MCP Server

Provides comprehensive tools for TailwindCSS development including utility class retrieval, CSS-to-Tailwind conversion, and color palette generation. It enables AI assistants to search documentation, generate component templates, and provide framework-specific installation guides.