发现优秀的 MCP 服务器

arelle-mcp

Enables LLMs to process, validate, and analyze XBRL financial filings with tools for filing operations, fact extraction, taxonomy exploration, and SEC EDGAR integration.

MCP Server for Odoo

Enables AI assistants to interact with Odoo ERP systems through natural language to search records, create entries, update data, and manage business operations. Supports secure authentication and configurable access controls for production environments.

Morocco Open Data MCP

Provides unified access to Moroccan government data, financial markets, geographic information, and more via natural language queries.

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.

ynab-mcp-server

A personal MCP server that gives Claude native access to YNAB budget data.

Axon Research MCP Server

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

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.

Apple Calendar MCP Server

Provides Claude with full access to Apple Calendar on macOS for event management, smart scheduling, and schedule analytics. It enables natural language event creation, conflict detection, and template-based scheduling through AppleScript integration.

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.

obs-studio-mcp

MCP server for controlling OBS Studio via obs-websocket, enabling scene switching, source management, streaming, recording, and text overlays through 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.

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)

kb-mcp

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

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.

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.

MPT MG: Certidão Negativa de Feitos

Enables querying official labor court negative certificates for MPT MG, providing read-only access to pending case information via a single tool.

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.

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.

Cemig: Obter Instalações

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

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.

@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.

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.

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.

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.

CosmWasm MCP Server

一个模型上下文协议（MCP）服务器，它提供与 CosmWasm 智能合约交互的工具。