发现优秀的 MCP 服务器

ChemGlyph

Provides an MCP interface for publication-quality chemical structure and reaction rendering from SMILES/InChI/molblock, with validation and name parsing. Enables AI agents to draw molecules and reactions as images.

UluAlgorandMCP

Algorand ecosystem knowledge layer as an MCP server, enabling identification of applications and assets, protocol discovery, name resolution, and protocol summaries without on-chain queries.

IL2CPP Frida MCP Server

Enables AI assistants to analyze and manipulate Unity IL2CPP applications via Frida, supporting disassembly, class/method listing, and heap analysis.

self-mcp-server

FastMCP server for querying FRED financial and macroeconomic data, providing tools to search and retrieve economic indicators.

HiGHS MCP Server

Provides linear programming (LP), mixed-integer programming (MIP), and quadratic programming (QP) optimization capabilities using the HiGHS solver, enabling AI assistants to solve complex optimization problems like production planning, logistics, and portfolio optimization.

Deadline MCP Server

Provides AI access to a Thinkbox Deadline 10 render farm via its Web Service REST API, exposing 18 tools for farm status, job management, and monitoring through MCP.

mcp-base

A bare-bones FastMCP server template designed to serve as a starting point for building custom Model Context Protocol servers. It provides a foundational structure for implementing tools over HTTP and includes a built-in health check utility.

halo-mcp

Provides 12 CRUD tools for managing Halo tags, categories, and articles via a secure Cloudflare Workers gateway.

m2k-calendar MCP server

Enables Claude to query and manage Mail2000 calendar events, including agenda, search, booking, updating, and deleting events through natural language.

Gmail MCP Server

An MCP server that provides Claude with access to your Gmail, featuring a full OAuth 2.1 authorization server with dynamic client registration and tools to list, read, search, send, reply, draft, archive, trash, manage labels, and download attachments.

Jokes MCP Server

An MCP server that enables Microsoft Copilot Studio to fetch and deliver random jokes from multiple sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes.

RadMail MCP

An MCP server that provides an email operating system for AI agents, enabling inbox triage and reply drafting while enforcing un-bypassable safety constraints on sensitive actions like money transfers and banking changes.

MTG-MCP

A comprehensive Model Context Protocol server that provides AI assistants with rich Magic: The Gathering information, including card data, comprehensive rules, EDHREC recommendations, combo interactions, and intelligent Commander deck generation.

Bitcoin MCP

一个模型上下文协议（MCP）服务器，为像 Claude Desktop 和 Cursor 这样的 AI 应用提供比特币工具，使它们能够与比特币网络交互并管理钱包操作。

mcp-opentargets

Enables querying disease/target/drug knowledge graph from Open Targets, supporting searches, profiles, and associations via natural language through the Pipeworx gateway.

HokAI MCP Server

Exposes the HokAI catalogue of AI tools, agents, models, companies, and infrastructure services to any MCP-compatible client.

MCP Chat

A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.

animation-mcp

Enables AI coding assistants to create and refine Roblox combat animations through tool calls, supporting the full pipeline from motion composition to Roblox Studio import.

mailverdict

Keyless email validation: disposable/burner, role-account, and free-provider detection, MX checks, and typo suggestions. Tools: check_email, check_domain.

storelink-mcp

MCP server exposing the StoreLink grocery stocking API as tools for category buyer workflows, including inventory checks and replenishment orders.

Design Constraint Validator MCP Server

Enables AI agents to validate design system constraints, including WCAG accessibility, token relationships, and consistency, through MCP tools like validate, explain, and suggest-fix.

Hermejia

MCP server that enables AI agents to control Xiaomi Mi Home smart devices through natural language, with support for listing devices, controlling properties, and running scenes.

MCP Log Collector

Enables remote log collection from Linux machines via HTTP/HTTPS, allowing clients like Claude Desktop to access and analyze system logs securely.

🛠️ dbt MCP Server

dbt-mcp-server

ksef-mcp

Enables AI assistants to interact with the Polish National e-Invoice System (KSeF) for authentication, invoice creation, validation, and retrieval via 30 tools.

Puppeteer MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它使用 Puppeteer 提供浏览器自动化功能，使大型语言模型（LLM）能够与网页交互、截取屏幕截图，并在真实的浏览器环境中执行 JavaScript。

Demo MCP Server

Minimal FastMCP Python server demonstrating basic MCP functionality with a cowsay tool for generating ASCII art.

mcp-server-for-powershell

Unofficial Powershell MCP server

Cloudflare MCP

Enables interaction with the complete Cloudflare API using a codemode pattern that allows agents to search the OpenAPI spec and execute API calls via JavaScript. This approach minimizes token usage by keeping the massive specification on the server and only returning relevant results.

Pinboard MCP Server

Provides LLMs with read-only access to search, filter, and retrieve bookmark metadata from Pinboard.in at inference time via Model Context Protocol.