发现优秀的 MCP 服务器

Melo

An agentic MCP server for Roblox Studio that provides over 45 tools for script diffing, playtest automation, and bulk instance manipulation. It enables AI agents to manage full development cycles within Roblox, including transaction-safe batch operations and real-time script reviews.

DBX Admin MCP

A Model Context Protocol server generated via the Postman MCP Generator that provides administrative API tools for LLMs. It exposes Postman-defined API requests as standardized tools, enabling secure interaction with web services through environment-based authentication.

Rybbit MCP Server

An MCP server for interacting with the Rybbit Analytics API, enabling querying analytics data, managing sites, tracking events, and more.

MCPMonkey

MCPMonkey 是一个 MCP 服务器和一个 Firefox 扩展，因此你的 AI 代理可以访问你的浏览器。

IndustrialOps Industry 4.0 PLC Monitor MCP Server

Enables LLMs to connect to factory PLC sensors, read register data, analyze predictive maintenance, and monitor energy consumption in industrial environments.

BioBTree

A unified biomedical graph database that integrates 50+ primary data sources — genes, proteins, compounds, diseases, pathways, and clinical data — into a single queryable graph with billions of cross-reference edges. Its native MCP server gives LLMs direct access to structured, authoritative biomedical data, complementing their reasoning with reliable identifiers and up-to-date database content.

ftp-deploy-mcp

An MCP server that enables AI coding agents to deploy files to FTP/FTPS/SFTP servers, with path jail, read-only mode, and dry-run capabilities.

OmniWeave

A high-performance, polyglot code-analysis graph for coding agents that enables cross-language and cross-process code relationship queries in sub-millisecond time.

TaskHub MCP Server

Provides 25 tools to manage tasks, projects, organizations, comments, notifications, and activity on the TaskHub platform via Claude Code.

gecko-mcp

Drive Firefox-based browsers (Floorp, LibreWolf, Zen, Waterfox, Mullvad, Firefox) from any MCP client — read pages, screenshot, click, fill forms and manage tabs in your real session, over Marionette/WebDriver. OS input & JS eval locked by default.

Magic 8-Ball MCP Server

A demonstration MCP server built with TypeScript and Bun that implements a classic Magic 8-Ball oracle. It enables users to ask yes/no questions, use prompt templates, and access the full list of classic responses.

ProteinAtlas MCP Server

A comprehensive Model Context Protocol (MCP) server for accessing Human Protein Atlas data, providing information about protein expression, subcellular localization, pathology, and more.

TELNYX MCP Server

A comprehensive MCP server for TELNYX integration, enabling AI assistants to send SMS messages, make voice calls, and handle incoming communications via webhooks.

Cursor Admin MCP Server

An MCP server that provides AI assistants with team analytics capabilities for Cursor editor, allowing them to retrieve team member information, usage metrics, and spending data through natural language queries.

crossref-mcp

Enables searching and retrieving scholarly metadata from Crossref's public REST API, including works, journals, funders, and members, without requiring an API key.

agent-utils-mcp

Swiss-army-knife utility MCP server for AI agents. 18 tools for JSON validation/formatting, base64 encode/decode, hash generation, UUID generation, URL parsing, regex testing, markdown↔HTML conversion, text stats, slug generation, datetime conversion, cron parsing, text diffing, CSV↔JSON conversion, and JWT decoding. Zero API Key required

HAOS MCP TypeScript

A TypeScript-based Model Context Protocol (MCP) server template built with mcp-framework that provides a starting point for creating custom MCP tools with examples for tool development and integration with Claude Desktop.

TypeScript MCP with Filesystem Server and Ollama Integration

一个 TypeScript 示例，展示了 Ollama 与模型上下文协议 (MCP) 的集成，特别是文件系统 MCP 服务器。 该项目为 AI 代理提供了一个交互式命令行界面，该代理可以使用文件系统工具。

modwire

Provides a tool to inspect and execute actions on a scaffolding API through Siren hypermedia links, enabling management of scaffolding resources without endpoint knowledge.

Open Census MCP Server

Enables natural language queries of U.S. Census Bureau data, translating plain English questions into proper API calls and returning demographic, economic, and housing statistics with proper statistical interpretation and context.

Rubiscout Email Analysis MCP Server

Analyzes raw email headers and emails for phishing, spoofing, and BEC using AI forensics, SPF/DKIM/DMARC/ARC validation, and IP reputation checks. Exposes analyze_email, get_analysis, and list_analyses as MCP tools.

Australia Logistics MCP

Enables AI agents to buy, track, and refund Australian shipping labels (Aramex, etc.) via the Shippo API, with automatic cheapest-rate selection and no carrier contract required.

Legal Contract Review Agent

An AI-powered MCP server for analyzing Japanese legal contracts and identifying risks through a RAG-enhanced workflow. It enables clients to search legal knowledge, analyze clause risks, and generate automated contract review reports.

node2flow/binance-mcp

Provides 23 tools for interacting with Binance exchange, including market data, trading, order management, and account queries via the Model Context Protocol. Supports both public market data (no API key required) and authenticated operations like placing and canceling orders.

mcp-currents

Wraps the Currents API to provide access to news articles and headlines through MCP. Enables querying current events and news data using natural language via Pipeworx gateway.

pumpfun-wallets-mcp

An MCP server that analyzes wallets’ trading activity and profitability on Pump.fun and PumpSwap.

MCPs for sports

一个用于实时体育赛事的 MCP 服务器。

sanctionwise

Screens names against the official UK FCDO Sanctions List to identify possible matches with designation details, and retrieves full sanctions entries by unique ID.

mcp-nexi-pos-api

An MCP server for Nexi POS payment operations, enabling creation of purchases and refunds, polling payment states, confirming transactions, and recovering unconfirmed transactions.