发现优秀的 MCP 服务器

metabase-server

Enables AI assistants to interact with Metabase by providing access to dashboards, questions, and databases through the Metabase API. It allows users to list resources, execute existing cards, and run custom SQL queries to retrieve data through natural language.

prowlarr-mcp

Enables searching and retrieving release metadata from Prowlarr indexers, with configurable query types, indexer and category filters, result limits, and offsets for use in automated workflows.

Prior Authorization System MCP Server

End-to-end Prior Authorization decision-support system with a multi-agent AI pipeline, MCP Tool Registry, and PostgreSQL backend.

Codex MCP Server

一个用于 Codex API 的模型上下文协议服务器

Template Vault MCP

Enables AI to interview users about their business and generate bilingual one-page websites for small businesses.

mcp-compensator

MCP proxy that journals mutating tool calls and enables undo via compensation. It adds checkpoint, list_changes, undo_to, and explain_blast_radius meta-tools while forwarding all original downstream tools unchanged.

SingleStore MCP Server

用于与 SingleStore Management API 和服务交互的 MCP 服务器

nasa-images-mcp-server

Enables searching NASA's image library and navigating results with an interactive UI, supporting both stdio and HTTP transports.

Mihomo MCP Server

基于MCP协议的Mihomo/Clash Meta代理节点管理服务，允许AI助手自动管理代理节点、订阅、服务控制和内核版本。

Shipi MCP

Manage shipping workflows by creating labels, tracking packages, and scheduling carrier pickups. Compare live rates from major carriers like FedEx and UPS to optimize costs for every shipment. Organize logistical operations with a centralized address book and detailed shipping analytics.

OpenAPI x MCP

制作 Minecraft 服务端的 CLI 工具

arcgis-tallahassee

Enables searching and querying open geospatial datasets from Tallahassee-Leon County GIS, including parcels, zoning, and planning data via ArcGIS Feature Services.

Vibe Check MCP

一种元认知模式中断系统，通过提供外部验证、简化指导和学习机制，帮助防止人工智能助手陷入过度复杂的推理路径。

bookclaw-mcp

Exposes BookClaw's author workflow to MCP clients over Streamable HTTP, providing tools for managing books, projects, pipelines, and more.

colab-cli-mcp

Enables MCP clients to execute Python code on Google Colab GPU/TPU runtimes via the official Colab CLI, with session, file, and package management capabilities.

DeskCrew MCP Server

Enables AI agents to perform helpdesk tasks over MCP, including ticket management, knowledge base search, and reply drafting, with optional pay-per-action USDC settlement and human approval workflows.

Roblox Studio MCP v2

Enables safe operation of multiple Roblox Studio sessions from concurrent Codex tasks by requiring explicit studio IDs and providing per-session isolation.

Mutation Clinical Trial Matching MCP

A Model Context Protocol server that enables Claude Desktop to search clinicaltrials.gov for matching clinical trials based on genetic mutations provided in natural language queries.

origin-memorycore

Enables LLM agents to maintain a two-tier memory system with local hot storage and remote cold storage, automatically routing and overflowing facts based on importance to prevent memory bloat.

agent-mesh-core

An MCP server for coordinating trusted local AI agents across machines on a private Tailscale network, enabling message passing and state management between agents like Claude Code, Codex, and Ollama.

Cordum_io

The Control Plane for Autonomous AI Enforce policy before execution, require human approvals where risk demands it, and keep a full audit trail — from first action to final result.

Illuminate MCP Server

Local-first MCP server for querying Anthology Illuminate data in Snowflake, with interactive MCP App dashboards that render directly in the conversation.

mercury-x402-mcp

MCP server providing 17 keyless, pay-per-use web-data tools with signed-provenance receipts, enabling AI agents to autonomously fetch, extract, and verify web content on Base mainnet.

RokuHarness MCP Server

Enables comprehensive Roku automated testing by combining WebDriver for UI state verification and ECP for device control, allowing validation of acceptance criteria through natural language queries.

ue5-gameplay-mcp

Enables playing and observing a running Unreal Engine 5 game through virtual gamepad, keyboard, and mouse input, plus screen capture, log streaming, and UMG UI inspection and control.

run402-mcp

Enables users to provision, manage, and query AI-native Postgres databases directly from MCP-compatible clients using x402 micropayments. It supports executing SQL, performing REST API interactions via PostgREST, and managing database leases and file storage.

gmail-multi-mcp

MCP server exposing multiple Google Workspace Gmail accounts to Claude, with support for verified send-as aliases and opt-in sending.

msf-mcp

A minimal MCP server that exposes Metasploit Framework tools to LLMs via msfrpcd, enabling automated penetration testing and exploitation.

MCP-Airflow-API

Enables natural language management of Apache Airflow workflows, including DAG monitoring, task control, and configuration, via the Model Context Protocol.

MCP Contract Auditor

Fetches verified EVM smart contract source code, scans for vulnerabilities, analyzes token holder distribution, and generates audit reports.