发现优秀的 MCP 服务器

claude-design-studio

Enables Claude Desktop to connect to Anthra Studio for AI-powered web design generation and multi-page suite management via the Model Context Protocol.

Israel Real Estate MCP

MCP server for querying Israeli government real estate data, enabling property deal searches, market trend analysis, and address retrieval.

mcsr-mcp

A Model Context Protocol server that gives AI assistants real-time access to the MCSR Ranked competitive Minecraft speedrunning API, enabling plain-language queries about players, matches, stats, and more.

Mcp Mongodb

MCP服务器 (MCP fúwùqì)

Codex Ask User

Enables Codex to clarify requirements via native MCP elicitation controls, supporting single/multiple-choice and free-text questions with recommended answers and a discuss-first option.

kb-mcp

Semantic search MCP server for Acumatica KB Obsidian vault, enabling querying and reading knowledge base files via natural language.

serum-mcp

An MCP server that lets users generate, edit, and save Xfer Serum 2 presets from plain-English descriptions directly through MCP clients like Claude Code or Claude Desktop, without any separate API keys or LLM calls.

AskTable MCP Server

Enables interaction with AskTable's data analytics platform through MCP protocol. Supports querying and analyzing data from connected datasources using natural language, available via both SaaS and self-hosted deployments.

architecture-map MCP server

Enables MCP-compatible AI agents to read and write architecture-map projects and diagrams with per-project access controls via OAuth 2.1/PKCE.

Axon Research MCP Server

Provides AI agents with research tools for AI agent ecosystem analysis, DeFi protocol analysis, and general market research.

Keycloak MCP Server

Enables management of Keycloak identity and access management through the Keycloak Admin REST API, providing 299 tools for operations like user management, client configuration, and realm administration via natural language.

Patent Remote MCP Server

Enables Claude to search and retrieve patent data from EPO OPS and Google Patents via natural language, supporting patent search, details, claims, and family information with OAuth authentication.

AWS Security MCP

A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.

vmware-mcp

MCP server for building and driving VMware Workstation VMs from an AI agent, enabling unattended OS installs, guest command execution, file transfer, screenshots, and fleet management.

MCP Patrimônio

Enables users to manage asset inventory (patrimônio) through a standardized MCP interface, allowing CRUD operations, queries by sector or user, and aggregated statistics.

amap-location-mcp

An MCP server that provides location-based services using Amap APIs, enabling AI assistants to answer navigation queries by resolving addresses, converting coordinates, and comparing walking, driving, and transit routes.

Radicale CalDAV MCP Server

Enables LLM agents to read, schedule, update, and delete calendar events and tasks on a self-hosted CalDAV server, and to query availability for free/busy slots.

Artifact Use

An artifact store that lets coding agents and small teams publish, version, and review web artifacts through an MCP server or CLI, with stable URLs, access gates, and comments.

dsh-streaming-mcp-bridge

Bridges DeepSeek Harness streaming events to external clients via MCP and ACP, enabling real-time progress notifications for tool calls and status updates.

Unified MCP Server

A comprehensive MCP server that integrates Ollama model management with specialized tools for Chinese poetry, history, fashion styling, and Zhouyi divination. It provides a single entry point for 26 diverse tools, allowing users to manage local LLMs and access cultural or utility functions through a unified interface.

MCP Notes

Enables persistent knowledge graph management with entities, observations, relations, temporal queries, and graph traversal via Model Context Protocol.

RecallForge

Local-first MCP server enabling cross-modal search across text, images, documents, video, and audio transcripts. Provides 26 tools for ingesting, searching, and navigating local file systems with a 3-stage pipeline including reranking.

Cisco Meraki MCP Server

Enables intelligent troubleshooting, monitoring, and configuration of Cisco Meraki networks through natural language, with agentic workflows for automated diagnostics and health checks.

Cemig: Obter Instalações

MCP server to query Cemig installations from the official source, read-only, works with any MCP client, pay-per-use.

@agentcivics/mcp-server

Read-only on-chain query surface for the AgentCivics civil registry on Sui — soulbound AI-agent identities, on-chain memories, reputation, refusal records. Hosted, no install, no keypair. For write tools (register, write_memory, record_refusal), install the npm package @agentcivics/mcp-server locally and supply your own keypair.

seo-page-checker-mcp

Fetches any public web page and provides SEO foundation snapshots and prose readability analysis.

Mobile Testing AI Agent MCP Server

Enables AI-driven mobile test automation through planning, generation, and self-healing agents for Android and iOS, exposed as callable MCP tools.

consilience

Finds missing links between notes in an Obsidian vault by analyzing embeddings locally. Exposes tools to suggest missing links across the vault or for a specific note.

Prototype Kit MCP Server

An MCP server that creates and manages GOV.UK Prototype Kit projects, enabling agents to scaffold kits, plan and generate multi-page journeys as Nunjucks macros, and run the dev server with embedded GOV.UK design conventions and accessibility guidelines.

a207-nutrition-assessment-mcp

Enables pediatric CKD nutrition assessment by calculating PRNT energy/protein targets, evaluating dietary intake against those targets, and screening for PEW risk, with support for dialysis, vegetarian diets, and edema corrections.