发现优秀的 MCP 服务器

whats-loaded-mcp

Shows what is consuming your agent context window before a session starts: always-loaded skill descriptions ranked by token cost, skills installed more than once under different names, CLAUDE.md/AGENTS.md sizes including what their @import lines pull in, and MCP servers configured across clients. Read-only: no child processes, no network.

spinnaker-mcp

MCP server bridging Spinnaker continuous delivery platform to LLMs for application, pipeline, and deployment management

InsightFace-MCP

A local, offline facial recognition search system that integrates with LM Studio via MCP, allowing users to find photos of people in their library using natural language queries.

caldav-mcp

This MCP server enables Claude to read and manage self-hosted CalDAV calendars (SOGo, Nextcloud, Radicale, etc.) with strict safety guardrails: read-only by default, optional writes only when explicitly enabled, no permanent deletes, and no event invitations.

Zhihu MCP Server

A Model Context Protocol server that enables users to automatically generate articles using large language models and publish them directly to Zhihu (a Chinese Q\&A platform).

Keywords Everywhere MCP Server

A Model Context Protocol server that provides access to the Keywords Everywhere API, enabling AI assistants to perform SEO research including keyword analysis, domain traffic metrics, and backlink data.

Netmex MCP

A lightweight and extendable MCP server toolkit that allows developers to build and integrate custom tools with AI assistants through automatic tool discovery from local directories or npm packages.

DokaAI MCP Service POC

Unified MCP server providing business data APIs for Indian users, orders, and business metrics, deployable via Vercel.

Github MCP Server

镜子 (jìng zi)

HashiCorp Vault MCP Server

Enables language models to securely manage HashiCorp Vault secrets and ACL policies through the Model Context Protocol. It supports automated secret rotation, discovery, and HCL policy authoring using a suite of dedicated tools and resources.

Time-MCP

An agentic AI system that answers time-related questions by calling a time API tool and general questions using an LLM, accessible through a simple chat interface.

motionprompts MCP

Enables AI-assisted motion design with a catalog of 219 production-quality GSAP components, providing page planning, mechanics suggestions, integration contracts, and component prompts without requiring any API keys.

Svelte 5 MCP Server (Bun Version)

A specialized MCP server for Svelte 5 frontend development, providing curated knowledge, code examples, and intelligent assistance with runes, snippets, and enhanced reactivity.

Remote MCP Server Authless

A serverless solution for deploying Model Context Protocol (MCP) servers on Cloudflare Workers without authentication requirements, enabling developers to create and access custom AI tools through the MCP standard.

teryt-mcp

MCP server for querying the Polish TERYT registry, including territorial units, localities, streets, and locality types via tools and CLI.

KOF Nano Banana MCP Server

Enables image generation using Gemini native models, supporting both single prompts and batch processing via a file-based queue. It allows for detailed configuration of aspect ratios and models using YAML frontmatter across various MCP-enabled clients.

parse-mcp

An MCP server that converts files to Markdown using multiple parsing backends (markitdown, docling, LlamaParse) with automatic fallback, and includes tools for interpretation and chunking.

react-analyzer-mcp

* 在本地分析你的 React 项目 * 使用 AST 解析 + AI 实现一致的输出 * 一次性为你的 React 代码创建 Markdown 文档和 llm.txt 文件

Sample MCP Server

A TypeScript-based MCP server implementing a simple notes system that allows users to create, access, and generate summaries of text notes.

Expo MCP Server

A Model Context Protocol server that provides development and debugging tools for Expo-based React Native applications, enabling developers to manage Expo servers, capture logs, and manipulate project files.

MCP Kakao Local

Connects to Kakao Local API and Kakao Maps, enabling access to location-based services and map functionality in Korea.

Korral StoreLink MCP Server

Enables AI agents to interact with Korral's StoreLink system to check store inventory and sales data, and create replenishment orders to manage stock-outs.

bangumi-mcp

Enables querying and updating Bangumi anime collections, tracking per-episode progress, and receiving airing reminders for currently-watching anime via AniList.

graphql-mcp

Exposes any GraphQL API as a single tool for executing queries and mutations with authentication support.

SideButton

Open source AI agent platform with MCP server, browser automation, knowledge packs, and workflow engine. Works with Claude Code, ChatGPT, Cursor, and any MCP client.

afpnews-mcp-server

MCP server exposing AFP news content as tools for AI assistants, enabling article search, retrieval, and analysis via natural language.

ccv2-logs-mcp

Enables AI agents to search and analyze SAP Commerce Cloud (CCv2) runtime logs via OpenSearch Dashboards using a session cookie, providing read-only tools for full-text search and error aggregation.

mongo-mcp

A local MCP server that connects Claude Desktop to a MongoDB database, enabling listing, finding, adding, and deleting users via natural language.

db-query-mcp

Enables AI to execute SQL queries (SELECT, DML, DDL) on MySQL/MariaDB databases with strong security: connection credentials never exposed to AI, write queries require user approval, read-only connections enforced, and query results limited to 50 rows.

Re:portFlow

ReportFlow MCP Server - PDF report generation for Claude and AI agents