发现优秀的 MCP 服务器

lyxamour-mcp

A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5), web management interface, and flexible tool grouping system. Supports multiple transport protocols (stdio, SSE, HTTP Stream) with zero external dependencies.

Macrostrat MCP Server

使Claude能够通过自然语言查询来自Macrostrat API的全面地质数据，包括地质单元、地层柱、矿物和时间尺度。

arXiv Search MCP Server

一个 MCP 服务器，提供从 arXiv.org 搜索和获取论文的工具。

Time MCP Server

A Cloudflare Workers-based MCP server that provides current date and time information for any IANA timezone. It enables AI agents to retrieve precise, ISO 8601-formatted timestamps through a globally distributed edge network.

MCP Client for Testing

一个极简的 MCP 客户端，用于测试 MCP 服务器。

OpenAPI

这个工具创建了一个模型上下文协议（MCP）服务器，它充当任何具有 OpenAPI v3.1 规范的 API 的代理。这使您可以使用 Claude Desktop 轻松地与本地和远程服务器 API 进行交互。

Mapbox MCP Server

Enables integration with Mapbox API for navigation and location services, including directions between coordinates or places, travel time/distance matrices, and geocoding to search places and convert addresses to coordinates.

12306 Train Ticket Search MCP Server

Enables searching for train tickets on China's 12306 railway system, including ticket availability queries, train filtering, station stopover information, and transfer route planning.

Filesystem MCP Server

一个模型上下文协议服务器，通过为 Claude 或其他 AI 助手提供文件系统访问和管理功能来扩展 AI 能力。

Boxtalk Data MCP Server

Provides tools for interacting with SQL Server databases, enabling users to retrieve paginated table data, inspect schemas, and count records. It features enforced pagination and secure configuration options to manage database operations efficiently through natural language.

UniFi MCP Server

Provides AI assistants with access to UniFi Network and Protect infrastructure for managing devices, monitoring clients, analyzing network health, viewing camera snapshots, and getting optimization recommendations across multiple UniFi controllers.

NeedHuman

Human-as-a-Service for AI agents. When your agent is blocked by a task that requires a real human — accepting ToS, creating accounts, submitting forms, identity verification — it calls NeedHuman. A human completes the task and returns the result with proof.

AlibabaCloud DevOps MCP Server

Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for managing code repositories, work items, pipelines, packages, and application delivery. Supports project collaboration, code reviews, and automated deployment workflows.

OpenAPI MCP Server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够通过自然语言提示与 REST API 进行交互并执行 REST API 调用，支持对已配置 API 的 GET/PUT/POST/PATCH 操作。

Moralis MCP Server

A TypeScript wrapper for the Moralis REST API that enables interaction with blockchain data through the Model Context Protocol (MCP).

Wassenger WhatsApp MCP Server

Enables AI assistants to send messages, analyze conversations, manage chats and groups, schedule messages, and automate WhatsApp business operations through the Wassenger API using natural language commands.

MCP Paradex Server

一个模型上下文协议服务器的实现，它使 AI 助手能够与 Paradex 永续期货交易平台进行交互，从而可以检索市场数据、管理交易账户、下订单和监控仓位。

JMeter MCP Server

一个模型上下文协议服务器，允许 AI 助手通过自然语言命令执行和管理 JMeter 性能测试。 (Or, a slightly more formal translation:) 一个模型上下文协议服务器，它允许人工智能助手通过自然语言指令来执行和管理 JMeter 性能测试。

Doris-MCP-Lite

Enables LLMs to explore database schemas, execute read-only SQL queries, and perform data analysis on Apache Doris or MySQL-compatible databases through a standardized MCP interface with built-in analytical prompts.

MCP Server Gateway

MCP SSE Server 的网关演示

Pega DX MCP Server

Transforms complex Pega Platform interactions into intuitive, conversational experiences by exposing Pega DX APIs through the standardized Model Context Protocol, enabling AI applications to interact with Pega through natural language.

Placid MCP Server

一个用于与 Placid.app 的 API 集成的服务器，它能够列出模板，并使用模型上下文协议生成创意内容，同时提供安全的 API 令牌管理。

MCP Integration Server

Enables agents to interact with Salesforce, Atlassian (Jira/Confluence), and Supabase through standardized tools and resources. Provides both read-only access for querying data and write operations for managing records across these enterprise platforms.

Waldzell Metagames Server

Provides access to 27+ structured problem-solving frameworks and game-theoretic workflows for software development, project management, and operations research. Helps prevent analysis paralysis and scope creep by transforming open-ended challenges into systematic, time-boxed approaches with clear decision gates.

GitLab MCP Server

Connects AI assistants to GitLab, enabling natural language queries for merge requests, reviews, discussions, pipeline tests, and job logs with the ability to respond to comments and resolve discussions.

Dell PowerStore MCP Server

Enables AI assistants and automation platforms to interact with Dell PowerStore storage arrays by dynamically generating over 260 tools from OpenAPI specifications. It features a credential-free architecture for secure, multi-host management of storage, networking, and system health.

Google Search Console MCP Server

它通过官方 API 直接连接到您的 Google Search Console 帐户，让您可以直接从 AI 工具（如 Claude Desktop 或 OpenAI Agents SDK 等）访问关键数据。

YouTube Comments MCP Server

Enables fetching and analyzing YouTube video comments and replies through the YouTube Data API. Supports sorting by relevance or time and returns structured JSON data for comment analysis, summarization, and translation tasks.