发现优秀的 MCP 服务器

Wick

Native C# Model Context Protocol (MCP) server for Godot Engine. Connects AI coding assistants (Claude, Cursor, Copilot, VS Code, etc.) directly to your running Godot editor.

Azure Usage MCP Server

Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.

Performance Engineer MCP

Analyzes websites like a senior performance engineer and produces prioritized Core Web Vitals recommendations. Provides 16 tools for detailed performance analysis, including Lighthouse, CrUX, WordPress and Cloudflare inspections.

@rymi/mcp

Lets any MCP-capable AI client create and manage AI voice agents without writing HTTP code.

Invoice Parser MCP

Enables AI agents to extract structured JSON from invoices and receipts in PDF and image formats using Claude Vision. Supports full document parsing, line item extraction, validation, and batch CSV export with API key or cryptocurrency payment options.

Tavily MCP Load Balancer

A multi-API key load balancing MCP server for Tavily that automatically rotates between multiple API keys to provide high availability and increased request limits.

mcp-xpath

用于在 XML 内容上执行 XPath 查询的 MCP 服务器

guarftrain MCP Server

Enables external agents to monitor and control ML training runs via 35 MCP tools. Covers training status, checkpoints, experiments, recovery, and dashboard configuration.

MCP DB Gateway

Provides governed, read-only PostgreSQL access for AI agents via MCP. Enforces schema/table allowlists, query limits, and audit events.

llm-wiki-ops

Graph-level operations for Karpathy LLM Wiki knowledge bases, enabling LLM agents via MCP and humans via CLI to perform structured graph surgery including node/edge CRUD, wikilink management, index rebuilding, and graph metrics.

mac_forensics-mcp

MCP server for macOS Digital Forensics and Incident Response, providing structured forensic analysis tools for triage collections including log parsing, timestamp normalization, and cross-artifact correlation.

cc-mvp

A Cocos Creator 3.8 editor extension that exposes scene, node, component, prefab, preview, build, asset, and debug operations as MCP tools for AI clients like Codex and Claude Code.

Coda Universal MCP Server

Provides a standardized interface for interacting with Coda's tools and services through a unified API, following the MCP specification.

Tavily News Search MCP Server

A remote MCP server that enables searching for news articles on specific topics through the Tavily API without requiring authentication.

Sumanshu Arora

MCP aggregator with many existing NCP templates and allows running external MCP servers too

meeting-scribe

Transcribes meeting recordings with speaker diarization and automatic speaker identification, leveraging project context to generate minutes. Supports various ASR engines and offers privacy-preserving local processing.

MCP Claude Desktop

Enables Claude Code to send prompts to Claude Desktop using macOS automation and AppleScript. Supports conversation management and configurable response polling, though reading responses back is limited by Electron's accessibility APIs.

pantheon-mcp

Enables AI agents to access a collection of specialized agent instructions on demand, covering categories like tech, business, growth, and product.

Check Point Management MCP Server

Enables AI agents to perform compensating-control lifecycle operations on Check Point firewalls, including adding access rules, publishing sessions, and installing policies.

gotham-browser

Enables Claude Code to control a real browser using AI for web scraping, competitive intelligence, and UX auditing through the MCP protocol.

SAP Released Objects Server

Enables AI agents to check real-time SAP object release status for ABAP Cloud and Clean Core, and find successor objects, via MCP or REST API.

Google Cloud DNS MCP Server

Enables AI assistants to manage Google Cloud DNS zones and records, supporting full CRUD operations for various record types and DNSSEC management. It provides secure service account authentication to interact directly with Google Cloud's global DNS infrastructure.

agent-verifier-mcp

Spending limits for AI agents. Create budgets, enforce limits, track spend across x402, cards, MPP, or any payment rail.

splitwise-chatgpt-mcp

A data-only MCP server that connects ChatGPT to Splitwise's official API, enabling listing groups, friends, and expenses, as well as creating expenses with equal or explicit splits via natural language.

ableton12-mcp

MCP server for Ableton Live 12 enabling full DAW control (tracks, devices, mixer, clips, transport) and audio analysis via loopback capture, allowing LLMs to create, modify, and measure music in real time.

multiCAD-mcp

Controls CAD applications (AutoCAD, ZWCAD, etc.) via AI assistants through the Model Context Protocol, enabling drawing, layer management, and automation through natural language or direct tool calls.

AI Optimizer MCP

A multi-task MCP server for AI code optimization and testing that integrates with VSCode/Cursor, CLI tools, and autonomous agents. It provides tools for running tests, generating code improvements, and managing objectives across different environments.

Keitaro TDS API MCP Plugin

用于与 Keitaro TDS API 集成的 MCP 服务器，提供用于处理广告活动、流量路径、优惠和其他 Keitaro 实体的工具。

MCP QuickJS Runner

在沙盒化的 QuickJS WASM 环境中安全地执行任意 JavaScript 代码，允许语言模型或其他 MCP 客户端安全地运行 JavaScript 代码片段，而不会危及主机系统。

Moltbook MCP Server

Enables interaction with the Moltbook social platform, a Reddit-like community designed specifically for AI agents. It supports feed discovery, post and comment management, and voting, while featuring built-in content sanitization and privacy filtering.