发现优秀的 MCP 服务器

LoadRunner Cloud MCP Server

Enables automated access to LoadRunner Cloud APIs for retrieving performance test data, managing projects, and collecting test results. Supports integration with AI clients for building performance engineering workflows and dashboards.

NotebookLM MCP Server

Enables direct integration with Google NotebookLM from MCP clients, allowing agents to query notebooks, manage libraries, and get grounded research answers without manual copy-pasting. Uses browser automation to maintain persistent authentication and provides RAG-style research capabilities within code editors.

Azure Resource MCP Server

直接从任何 MCP 客户端提供用于列出和查询 Azure 资源的工具，使您无需离开工作流程即可高效地浏览 Azure 基础设施并分析成本。

Hugging Face Hub MCP Server

Enables access to the Hugging Face Hub API to search and retrieve information about machine learning models, datasets, and their metadata. Provides comprehensive tools for exploring the Hugging Face ecosystem including model details, dataset information, and parquet file access.

Skyfly MCP Server

Provides real-time aircraft tracking data from OpenSky Network combined with FAA aircraft registry information, enabling rich aviation queries that merge live flight positions with technical specifications.

infura-mcp

Query blockchains with plain English — instant, structured, and developer-friendly using Infura APIs

NHL MCP Server

Provides access to live NHL game data, team and player statistics, standings, schedules, playoff information, and head-to-head comparisons through natural language queries using official NHL APIs.

AMap Weather MCP

An MCP server that provides real-time weather information, 4-day forecasts, and city search functionality for Chinese cities via the AMap API. It enables users to query weather data using city names or administrative codes through natural language interactions.

Script Generator MCP Server

一个 MCP 服务器，能够根据指定的主题和关键词生成脚本，同时还提供存储和总结笔记的功能。 (Alternatively, a slightly more formal translation:) 一个基于 MCP 的服务器，其功能包括：根据指定主题和关键词生成脚本，以及提供笔记存储和总结功能。

test-12-mcp

Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) through standardized MCP tools for seamless integration and interaction.

Hatch MCP Server

A Model Context Protocol server for Hatch API integration that provides tools for finding and verifying contact information including emails, phone numbers, LinkedIn profiles, and company data.

Project Memory MCP

Provides AI-driven project memory management through structured prompts that help Claude parse tasks from specs, review code changes, sync with commit history, and maintain project documentation without directly accessing files.

Tabcorp API MCP Server

Enables comprehensive interaction with Tabcorp betting services through 30+ specialized tools covering racing data, sports betting, results, and FootyTAB with OAuth authentication. Supports all Australian jurisdictions and provides access to race meetings, next-to-go events, form guides, jackpots, and sports competitions.

ROS1 Noetic MCP Server

Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools for topic management, service calls, and parameter configuration. It also supports node inspection, coordinate transform queries, and message introspection via the Model Context Protocol.

MCP Bluesky Stock Sentiment

Analyzes recent Bluesky posts about stocks and provides sentiment analysis using Cloudflare Workers AI. Searches for stock-related content on Bluesky and returns sentiment summaries with confidence scores and post details.

mcp-image-downloader

使AI助手能够从URL下载图像并执行基本的图像优化任务。

Together AI Image Generation MCP Server

使用 Flux 1.1 专业的 together.ai API 的 MCP-Server 来生成图像。

MCP-Midscene

A server that allows using natural language to automate test flows with Playwright, leveraging MidScene's AI agent capabilities to interact with web elements and perform assertions.

mcp-server

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MCP Haystack Demo

在 Haystack Pipeline 中使用 MCP 服务器的演示

Personal Research Assistant MCP

Enables semantic search and conversational querying across a personal research library of PDFs, DOCX, and other documents using a vector database. It provides tools for document summarization, finding related papers, and high-accuracy retrieval for AI clients like Claude Desktop.

Retail Supply Chain Analysis MCP

使用户能够上传零售数据，分析趋势，优化库存，并使用人工智能驱动的洞察预测销售额，相当于一位资深供应链专家。

cURL MCP Server

Enables LLMs to make HTTP requests using structured cURL commands with support for multiple authentication methods, custom headers, and comprehensive request/response control.

FS-MCP Server

A Model Context Protocol server that provides intelligent file reading and semantic search capabilities across multiple document formats with security-first access controls.

Waldur MCP server

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Google Workspace MCP Server

提供对 Google Workspace API 的身份验证访问，重点是 Gmail 操作和计划中的日历支持，具有安全的 OAuth 身份验证和多帐户管理以及详细的错误处理。