发现优秀的 MCP 服务器

PyMCP Sum Server

A simple MCP server that provides integer addition functionality. Enables users to perform basic arithmetic operations by adding two integers together through natural language interactions.

code2prompt

一个代码提取工具，可以立即将您的代码转换为 AI 优化的提示词。在底层使用 code2prompt 来收集相关上下文。请访问 code2prompt.dev 了解更多信息。

Learning Coach MCP Server

Tracks learning progress and generates personalized daily learning insights using RAG to fetch relevant content from blogs, RSS feeds, and Reddit based on your current topics and learning goals.

Ubuntu System Manager MCP Server

Provides a read-only summary of Ubuntu server status including system version, resource usage, apt updates, service health, security logs, and hardware information to AI clients via MCP tools.

SQLite MCP Server

Enables LLM agents to perform complete database operations on SQLite databases, including creating tables, executing queries, and managing data through CRUD operations with schema inspection capabilities.

tandoor-mcp

MCP server for Tandoor Recipes, enabling recipe management (create, edit, search, delete) and entity operations (foods, units, keywords) via natural language from Claude.

即梦AI图片生成 MCP

A MCP server that generates high-quality images using Volcano Engine's JiMeng AI API, supporting various aspect ratios and compatible with different MCP clients.

Koha MCP Server

Enables searching the GBS Flexon Library catalog (Koha) and checking book availability.

Amplify Data API MCP Server

这个 MCP 服务器使用户能够通过自然语言与 AWS Amplify Gen2 应用程序数据进行交互，从而允许像 Claude 这样的人工智能助手使用对话式语言对 Amplify 数据模型执行操作，而无需复杂的代码。

namegen-mcp

Generates fantasy names for characters, towns, regions, and more, backed by the @ironarachne/made-up-names dataset. It exposes a single tool, generate-names, with parameters for race, type, and number.

AWS Nova Canvas

使用 Amazon Bedrock 的 Amazon Nova Canvas 提供图像生成功能，可以通过文本提示和调色板创建视觉效果——非常适合用于模型、图表和 UI 设计概念。

Wallos MCP Server

Enables Claude Desktop to manage subscriptions, categories, currencies, payment methods, and household members in a self-hosted Wallos instance.

ScribblesLM

A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivered as an MCP server. Enables ingestion of documents into named notebooks and semantic search returning raw ranked chunks.

Taibai MCP Server

Enables access to Dedao learning platform courses, transcripts, and comments, with Obsidian integration.

Microsoft Entra MCP Server

A FastMCP server that provides AI assistants with access to Microsoft Entra (Azure AD) directory services. It enables LLMs to search for users, groups, and check memberships using the Microsoft Graph API.

Code Context Provider MCP

为 AI 助手提供代码上下文和分析的 MCP 服务器。 使用 WebAssembly Tree-sitter 解析器提取目录结构和代码符号，无需任何原生依赖项。

PDF MCP Server

Enables AI-powered PDF manipulation through natural language commands, integrating with Claude to perform operations like merging, splitting, encrypting, optimizing, and analyzing PDFs.

gravityui-reference-mcp

Provides AI-optimized offline access to the Gravity UI design system, enabling natural language search and retrieval of components, hooks, utilities, and recipes.

MCP Notes Server

Enables AI agents to manage Markdown notes via the Model Context Protocol, supporting creation, editing, searching, and conflict detection.

mcp_db

MCP server for executing SQL queries on PostgreSQL and ClickHouse with per-connection allow/deny policies by statement group.

TG Analytics MCP

Enables LLM agents to analyze Telegram channels for ad purchasing, providing insights like reach, CPM, and verdicts via MCP tools.

mcp-api-tools

A comprehensive suite of HTTP and API testing tools that enables AI agents to perform requests, check endpoint health, and decode JWTs. It also provides utilities for URL parsing and detailed security analysis of HTTP response headers.

Remote MCP Server (Authless)

Deploy a remote MCP server on Cloudflare Workers without authentication, and connect it to AI Playground or Claude Desktop.

mnemo-mcp

Portable cognitive memory for AI agents with semantic search, decay, and deduplication.

boq-mcp

Enables natural language management of BOQ/Tendix project data, including hierarchy, pricing, and contractor handling via the BOQ REST API.

HiPay MCP Server

MCP server for integrating HiPay's Enterprise payment API, providing tools for transaction management, payment processing, and hosted payment pages.

MCP Remote Server for Kubernetes

Provides Kubernetes cluster management capabilities through natural language via MCP protocol over HTTP/SSE. Supports Pod, Service, Deployment operations, log retrieval, and resource management with JWT authentication and RBAC permissions.

Placed MCP Server

Provides access to 47 AI-powered career tools for resume building, job tracking, ATS optimization, and interview coaching. It enables users to manage their job search, research companies, and negotiate salaries directly through an MCP-compatible AI assistant.

claude-mux-iterm

Enables communication between Claude Code sessions in iTerm2 panes, primarily for notifying other sessions when a PR is merged to main so they can pull latest changes.

vibecode-checker

MCP server that enables AI coding tools to scan projects for security vulnerabilities, secret leaks, and compliance issues, generating Korean-language audit reports.