发现优秀的 MCP 服务器

shopify-admin-mcp

Production-grade MCP server for the Shopify Admin GraphQL API, exposing typed tools for AI agents to manage products, orders, customers, and more.

MCP-CMake

A Gradio-based MCP server for comprehensive CMake project management that enables configuring, building, and testing CMake projects with preset support, error analysis, and LLM-friendly output formatting. Provides both web UI and MCP protocol access for streamlined C++ development workflows.

gnt MCP Server

Enables AI agents to query live, human-approved rules before taking actions, ensuring compliance and reducing errors.

mcp-calculator

A simple MCP server that provides basic arithmetic operations like addition, subtraction, multiplication, division, power, and square root.

Oracle MCP Server

Provides flexible access to Oracle databases for AI assistants like Claude, supporting SQL queries across multiple schemas with comprehensive database introspection capabilities.

MCP GitHub Issue Priority Server

Enables AI assistants to manage GitHub issues using deterministic priority scoring and concurrency-safe locking. It supports a structured eight-phase workflow from issue selection through pull request review to ensure consistent prioritization and progress tracking.

coros-mcp

A Model Context Protocol (MCP) server that fetches sleep, HRV, and training data from the unofficial Coros API and exposes them to AI assistants like Claude, enabling natural language queries about fitness metrics and workout management.

Ruby Lambda Template

Lambda Ruby 应用演示 MCP 服务器 (Lambda Ruby yìngyòng yǎnshì MCP fúwùqì)

Google MCP Server

Enables appending to Google Docs and creating Gmail drafts with OAuth 2.0 authentication and an approval gate that requires manual confirmation before each action.

Aluvia

The Aluvia MCP server exposes browser session management, geo-targeting, and account operations as Model Context Protocol tools for AI agents.

Maya MCP Server

Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natural language commands, supporting object creation, transformation, material application, and more.

Swarmwage

MCP server exposing the Swarmwage agent hire protocol as tools for any MCP-compatible AI agent (Claude Desktop, Claude Code, Cursor, Cline, etc.)

tm-mcp

Enables AI assistants to interact with TrafficMorph for load-testing and CI-failure triage, including run management, profile lifecycle, and domain verification through natural language.

Slovak Data Protection MCP

Query Slovak data protection regulations, decisions, and guidelines from ÚOOÚ SR directly via MCP-compatible clients like Claude or Cursor.

jira-sisoog-mcp

MCP server for self-hosted Jira, enabling task management, searching issues, adding comments, transitioning statuses, and logging worklogs directly from Cursor.

mcp_example

A minimal MCP server over Streamable HTTP demonstrating the MCP protocol with tools for health checks, echo, and text reversal.

Vizier Yu-Gi-Oh! MCP

MCP server for Yu-Gi-Oh! card data, providing cards, prices, banlists, rules, rulings, relations, and deck tools via a local SQLite database with semantic search.

Voice Assistant MCP Demo

A cloud backend for a voice assistant that processes natural language commands, manages tasks, and provides speech responses. Integrates with MCP protocol and Gemini API for Vietnamese language support.

Mi Note MCP Server

Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants to read, search, create, manage notes and folders with automatic Markdown/XML conversion and image upload support.

PPT-MCP

Cross-platform MCP server for Microsoft PowerPoint automation, enabling slide management, template remapping, and real-time evaluation via natural language.

KaiaFun MCP

An MCP server that enables token listing, trading, and interaction with the Kaia blockchain via Claude Desktop.

unit-converter

Enables AI agents to convert between measurement units across length, weight, temperature, volume, speed, and data storage, with formulas included. Supports pay-per-call access via x402 micropayments without API keys or signup.

awx-mcp-server

Industry-standard MCP server for AWX/AAP/Ansible Tower automation, enabling AI agents to manage job templates, launch and monitor jobs, and handle inventories and projects through natural language.

Meshy AI MCP Server

这是一个用于与 Meshy AI API 交互的 Model Context Protocol (MCP) 服务器。它提供了从文本和图像生成 3D 模型、应用纹理以及重新划分模型网格的工具。

Datadog Cost MCP Server

Lets you inspect a Datadog organization's usage and answer cost questions in plain English, helping identify savings opportunities.

ai-cad-workbench

MCP server for AI-driven CAD operations, enabling parametric modeling, build, inspection, measurement, rendering, and diff comparison with STEP, DXF, and GLB export.

scalepad-mcp

MCP server for the ScalePad platform, enabling access to Core, Lifecycle Manager, ControlMap, Backup Radar, and Quoter tools with dual-era protocol support.

mcp-mt5

Model Context Protocol server for the MetaTrader 4/5 build pipeline, enabling LLM-driven compilation, deployment, backtesting, and log tailing without UI interaction.

@crontinel/mcp-server

Connects AI assistants to Crontinel, enabling natural language queries about cron jobs, queues, Horizon status, and alerts without opening a browser.

hAIve MCP

Enforces team knowledge and workflow policies for AI coding agents by providing context, decisions, and gates before code changes are made.