发现优秀的 MCP 服务器

Laytime Calculator Pro

AI-powered laytime, demurrage and despatch calculation for ship chartering. Send a Charter Party, Fixture Recap, NOR or Statement of Facts as text or files (PDF, image, Excel) and get a full, auditable laytime statement. Available as a REST API and an MCP server.

Alpha Vantage MCP Server

Enables LLMs and agentic workflows to access real-time and historical stock market data through the Model Context Protocol.

substack-mcp

FastMCP server for Substack: publish Notes and posts, pull analytics, manage drafts, bridge Obsidian vault drafts, and generate visual cards.

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。

subcodex-mcp

MCP server that enables Claude Code to delegate code generation and debugging to OpenAI Codex, with stall detection and auto-recovery.

fable MCP server

Enables Claude to search, recall, and remember its own past conversations by indexing them into a local SQLite vault, providing direct access to the full context of previous sessions.

bach-walmart_scraper4

Enables scraping Walmart product data, including product details, top products by category, and monitoring scraping tasks.

SpaceOps Satellite Operations MCP Server

Connects LLM agents to live and simulated satellite telemetry, NOAA space weather data, and space debris orbital conjunction analysis.

OPNsense MCP Server

A secure MCP server for managing OPNsense firewalls through AI assistants. Provides 81 tools across system, firewall, network, DNS, DHCP, VPN, HAProxy, services, diagnostics, and security domains.

mcp-buddy

Exposes Claude Code /buddy stats and personality as MCP tools, generating deterministic buddy profiles with species, stats, and soul descriptions based on user IDs.

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.

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.

CadPlot MCP

An MCP server for repeatable AutoCAD plotting workflows, enabling safe inspection of DWG files, page-setup verification, and consistent PDF publishing.

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。

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。

qring-mcp

A quantum-inspired secret manager that anchors API keys to your OS-native vault, preventing plaintext .env leaks. It empowers AI agents with advanced mechanics like multi-environment superposition, linked entanglements, and ephemeral in-memory tunneling.

Property Descriptions

UK property listing description generator. Give an AI assistant a postcode or address — it fetches comparable sales, EPC ratings, and Rightmove listings, then writes three copy variants ready for Rightmove, social media, and email.

wyoloservice2_mcp

Enables AI agents to connect to the NeuralForgeAI cluster for inspecting and controlling YOLO training jobs, including launching, monitoring, canceling studies, and verifying dataset paths.

eCash MCP Server

Enables AI agents to interact with the eCash ecosystem on Base mainnet, providing tools for mining, wallet operations, job marketplace, and reputation management.

serper-proxy-mcp

Provides Google search and web page fetching tools to MCP clients via the Serper API, enabling models to search and read pages during conversations.

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.

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。

axecap

A lightweight local MCP server that runs axe-core accessibility audits via Playwright and returns compressed, actionable results optimized for Claude's context window.

MCP Server Gateway

MCP SSE Server 的网关演示

Windows Server MCP

Enables read-only observability of Windows systems, exposing CPU, memory, storage, service, and health information through Model Context Protocol tools.

mcp-runtime-guard

Runtime proxy that intercepts and blocks MCP tool calls based on YAML-defined policies, enforcing security rules for AI agents like Claude Code or Cursor.

Geolocation MCP Server

Provides geolocation services including finding nearby transit stops and retrieving WalkScore, TransitScore, and BikeScore ratings for any address or coordinates using the WalkScore API.

node-red-mcp

A Model Context Protocol server for Node-RED integration, enabling AI agents to manage flows, install modules, and monitor Node-RED instances via natural language.

bunpro-mcp

Manage a Japanese learning review queue backed by an Obsidian vault; allows reviewing due items, quizzing on mastered words, adding new grammar/vocab, and importing from Bunpro CSV.