发现优秀的 MCP 服务器

Octopus Deploy MCP Server

Enables AI assistants to inspect, query, and diagnose problems within Octopus Deploy instances. Provides read-only access to deployments, releases, projects, environments, and other DevOps resources to transform AI into your ultimate DevOps wingmate.

agentify

Turn any OpenAPI / Swagger spec into an agent-ready MCP server.

WhatsApp MCP Server

Enables seamless integration with WhatsApp through the Model Context Protocol, featuring multi-user support and Supabase cloud storage for persistent message history and media. Users can send messages, search chat records, and manage contacts across platforms like Claude Desktop, Cursor, and OpenClaw.

MCP Test Failure Analysis Server

Provides tools to analyze test failures, cluster similar failures, and detect flaky tests from input or log files, helping QA teams debug and triage issues.

Psychosynth MCP

Psychosynth is an agent-native, on-chain psychometric data marketplace. It delivers high-variance, human-curated personality profiles and profile-conditioned behavioral responses to autonomous systems. Settle transactions query-by-query in USDC on Base using the x402 micro-payment protocol—completely free of human intermediaries.

io.github.CodeWever/wever-labs

Provides MCP-callable workflow rails for agents, enabling bounded work execution, movement-fee quotes, payment authority references, paid rail runs, and signed receipts.

mem0-local-mcp

A fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, etc.) that provides persistent memory storage with semantic search, using local embeddings and a local Qdrant vector store.

artemis-mcp

Enables interaction with the Artemis API to retrieve crypto token metrics and generate formulas for time-series data and asset classifications.

Apt MCP Server

Enables AI agents to install, remove, update, and query apt packages on Linux via MCP tools.

PBIXRay MCP Server

Enables LLM clients to analyze and interact with Power BI (.pbix) files, providing access to data models, DAX measures, Power Query code, table relationships, and data contents through natural language.

Binary MCP Server

Enables AI assistants to analyze binaries, debug processes, and inspect kernel state using Ghidra, x64dbg, WinDbg, and ILSpyCmd.

token-launcher

Creates a token presale with diamond hand vesting. Tokens vest linearly, but you can only claim once. Exit early, leave the rest.

Website Scraper MCP Server

一个 MCP 服务器，它使用 Mozilla 的 Readability 引擎从网站提取有意义的内容，并将 HTML 转换为高质量的 Markdown。

MCP Make.com Server

Provides full access to the Make.com API, enabling creation, modification, deletion, and execution of scenarios, as well as management of connections, webhooks, data stores, and organizations.

RGM MCP Server

Exposes analytical tools for Revenue Growth Management (RGM) using NielsenIQ data, enabling price elasticity, promo effectiveness, dynamic pricing, and competitive price index calculations.

Agentled MCP Server

AI workflow orchestration platform with 100+ integrations, knowledge graph, and unified credits. Build, manage, and execute workflows from Claude Code, Cursor, or any MCP client.

simple-mcp-server

一个简单的 MCP 服务器 (Yī gè jiǎndān de MCP fúwùqì)

AI PC Assistant MCP Server

Enables AI assistants to safely perform actions on your computer including file system management, command execution, clipboard access, application launching, and local search with license-based monetization built in.

MCP Python Server

一个基于 Python 的模型上下文协议实现，它支持模型上下文管理服务器和客户端之间通过请求-响应架构进行通信。

Figma MCP Server

一个模型上下文协议服务器，将人工智能工具和大型语言模型连接到 Figma 设计，使它们能够提取设计数据、分析设计系统并生成开发文档。

Instantly MCP Server

提供对 Instantly API v2 的访问，用于电子邮件营销活动和潜在客户管理功能。

Goal Story MCP Server

一个人工智能驱动的目标管理系统，它将传统的目标追踪转变为故事叙述，通过个性化的叙事和见解，帮助用户一次专注于一个目标，从而提高动力和成就感。

Bloomberg MCP Server

A FastMCP-based server that provides access to Bloomberg market data through simple API calls, allowing users to search securities, retrieve current and historical market data, and access bulk financial information.

mcp-registry-crewai-demo-agent

一个演示，展示如何通过 CrewAI 包装器将 Keboola Registry API 与 MCP 服务器连接，从而使 AI 代理能够利用已注册的技能。

MCP Custom Server

使用 Model Context Protocol TypeScript SDK 的自定义 MCP 服务器实现

design-system-mcp

A Model Context Protocol server that exposes an airline design system as a queryable knowledge base, enabling AI to discover components, find components for use cases, and scaffold prototypes.

RLM-Mem MCP Server

An MCP server implementing the TRUE Recursive Language Model technique for managing large context windows in Claude Code, enabling analysis of codebases beyond 200k tokens by storing content as variables and using LLM-generated code for search and analysis.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

recall

Gives AI assistants a persistent memory across conversations, allowing them to remember user preferences, notes, and facts between chats.

mcp-server-webdriver

Enables AI agents to control a real web browser (Firefox) via Selenium WebDriver, supporting page navigation, interaction, and inspection through natural language.