发现优秀的 MCP 服务器

(Unofficial) linkding-mcp-server

非官方 linkding MCP 服务器

pi-cmp

Codebase Memory for pi. Provides cbm_* tools that answer structural questions about a codebase (symbol search, call chains, architecture, git change blast radius, and more) by querying a local tree-sitter knowledge graph, avoiding slow grep/read fallbacks.

Vision MCP Server

Provides free and unlimited vision capabilities for AI coding assistants using the Groq API and Meta Llama 4 Vision model. It enables users to perform image analysis, OCR, UI layout description, and error diagnosis directly from screenshots and documents.

VisitKorea Wellness Tourism MCP Server

Wraps Korea Tourism Organization's Wellness Tourism API to let AI agents search wellness spots by area, location, or keyword, with multilingual support and 7 wellness themes.

TruthRoute

Enables comparison of responses from multiple LLMs (OpenAI, Anthropic, Gemini) to the same prompt, returning a validated divergence score based on sentence embeddings.

regwatch-co

An MCP server for querying Colombian legislative norms and their current legal effect, with read-only tools for normativity search and validity consultation. It provides provenance-backed data with explicit citations to official sources.

unifi-mcp

MCP server that turns Claude into a UniFi network specialist. Manage devices, optimize WiFi, audit security, and troubleshoot your network through natural language.

docker-mcp

Enables inspecting, orchestrating, and troubleshooting Docker Engine and Docker Compose environments through six consolidated high-leverage MCP tools.

gpt-codex-handoff

Enables Codex to delegate decision-making to an OpenAI reviewer for structured next-step recommendations during long-running tasks.

ClickUp MCP

MCP server enabling AI assistants to interact with ClickUp workspaces, including task management, comments, time tracking, and document operations.

NetApp ONTAP MCP Server

Provides a Model Context Protocol interface for managing and monitoring NetApp ONTAP storage systems through tools for log access, performance metrics, and cluster health. It enables users to perform storage efficiency analysis and volume management using natural language interactions.

db-access-mcp

An MCP server that gives AI agents access to configured databases (PostgreSQL, MySQL, Redshift, SQL Server) with SSH/AWS SSM tunnels, pluggable secret providers, and strict per-instance isolation.

MCP Pulse

Enables sharing MCP servers with clients, storing tool calls in PostgreSQL, and providing usage analytics via an admin dashboard and API.

AgentOps Guardian MCP

An MCP server that provides on-demand safety for AI coding workflows, enabling inspection, review, checkpointing, and rollback of risky actions.

oitvoip-mcp

MCP server for Oitvoip (NetSapiens) that exposes domain, reseller, device, subscriber, and CDR tools via the ns-api.

mcp-server-zep-cloud

mcp-server-zep-cloud

Riksdag & Regering MCP

Enables LLMs to query and retrieve real-time open data, documents, protocols, and records from the Swedish Parliament (Riksdag) and Government Offices through 32 specialized MCP tools.

yandex-mail-mcp

Provides 28 tools to read, search, send, and manage Yandex Mail emails via the Model Context Protocol.

Sam's Club MCP

Enables AI assistants to read balances, statements, credit card bills, and investments from Sam's Club accounts via Open Finance Brasil, with read-only access.

xbox-mcp

Enables to query Xbox Live profiles, current games, recent games, and activity for any Xbox player using the OpenXBL API. Supports gamertag resolution and provides rich presence details.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing MCP servers using TypeScript, featuring example implementations of tools (calculator, greetings) and resources (server info) with Zod schema validation.

MCP Poisoning Attack - PoC

这个仓库演示了影响真实世界 AI 代理工作流程的各种 **MCP 中毒攻击**。

mcp-arabic-ui-ux

An MCP server for Arabic UI/UX design, offering tools to generate design tokens, build RTL components, stitch layouts, and audit RTL compliance using Material 3 Expressive and Google Stitch.

MCP Clint CRM

Servidor MCP para integração com o Clint CRM. Gerencie contatos, negócios, tags, organizações e toda a configuração do seu CRM diretamente através de assistentes de IA compatíveis com MCP.

Touch Flow Base (MCP Counter POC)

An MCP server that enables AI agents to execute sandboxed JavaScript code to control external web applications in real-time. It utilizes WebSockets to synchronize script execution with frontend animations, allowing complex UI interactions to be handled in a single agent turn.

Academix MCP

Aggregates academic paper search from multiple databases (OpenAlex, Semantic Scholar, etc.) with PDF storage and full-text search capabilities.

Aladin Book Search MCP Server

MCP server that allows searching and retrieving book information from Aladin's book store API, including book details, bestseller lists, and category-based searches.

Karakuri MCP

A modular MCP server that enables AI agents to efficiently call multiple specific APIs through plugins, currently including video generation via PiAPI Seedance, file downloads, and audit logging.

PRD Creator MCP Server

Enables AI systems to generate detailed, well-structured Product Requirements Documents (PRDs) using various AI providers or templates through the Model Context Protocol.