发现优秀的 MCP 服务器

Groupon MCP Server

Provides MCP tools for discovering Groupon-style deals (search, get, compare) for customers, and additionally merchant intelligence tools (category insights, market gaps, price positioning) for logged-in merchants.

Manus Credit Optimizer

An MCP server that reduces Manus AI credit usage by up to 75% through intelligent prompt compression, smart model routing, and intent classification. It provides tools to analyze and optimize prompts for maximum efficiency without sacrificing quality.

swag2mcp

Turn any OpenAPI/Swagger/Postman spec into an MCP server — give your LLM live access to any API.

memory_agents_mcp

Unifies LAN agent memory (Postgres + pgvector + Ollama) with an Obsidian vault adapter, exposing tools for semantic recall, knowledge base search/write, and memory management.

Promethean OS MCP

A unified MCP server with composable tools for GitHub operations, file management, shell execution, kanban boards, Discord messaging, and package management. Features role-based security, HTTP/stdio transports, and a web-based development UI.

MSC MCP Server

Enables control of Android devices through ADB, allowing users to list connected devices, capture screenshots using multiple methods (adb, droidcast, minicap, mumu), and retrieve device information.

Coddie MCP Server

Secure read-only access to Coddie project planning data, enabling AI assistants to manage and query projects, phases, and steps.

polynodes-osc-mcp

MCP server for controlling PolyNodes spatial sonic synthesis via OSC, allowing AI assistants to adjust parameters through natural language.

Discord Agent MCP

Provides comprehensive Discord bot automation with 71 tools for messaging, channel management, moderation, roles, members, emojis, stickers, scheduled events, auto-moderation, and application commands through AI assistants.

brokre

Local credential broker that enables AI agents to securely run CLI tools like SSH and MySQL without exposing passwords to the AI context, environment variables, or process listings.

debugium

A multi-language debugger with real-time web UI and 64 MCP tools for LLM-driven debugging, supporting Python, JavaScript, TypeScript, C/C++, Rust, Java, Scala, and WebAssembly.

modelforge

Financial model factory MCP server: turns a spec into a live-formula Excel workbook. 14 templates (LBO, DCF, M\&A, IPO, restructuring, project finance, NPL, structured credit, 3-statement) with every cell formulated and every number source-traced to its document page.

Markdownify MCP Server

A Model Context Protocol server that converts diverse file types, including PDFs, images, audio, and Office documents, into Markdown format. It also transforms web content like YouTube transcripts and Bing search results into readable text for model consumption.

model-radar

MCP server that pings 130+ free coding LLM models across 17 providers in real-time, ranks them by latency, and helps AI agents pick the fastest available model.

MacOS Resource Monitor MCP Server

Identifies resource-intensive processes on macOS across CPU, memory, and network usage, with tools for detailed process filtering and system overview.

ShippingTracker

한국 택배 배송 조회를 위한 MCP 서버 MCP Server for Korean Shipment Tracking

ts-mcp-starter

A weather simulation MCP server that provides deterministic mock weather data for any city, including current conditions and forecasts.

skykeep-mcp-server

天空之城应用程序的 MCP 服务器

Metro Logs MCP

Captures and provides access to React Native console logs from Metro bundler, enabling AI assistants to retrieve, filter, and search app logs in real-time without manual copy/paste.

Desktop Hypervisor MCP

Provider-neutral MCP server for managing VirtualBox, VMware Fusion, and VMware Workstation, offering tools for VM lifecycle, configuration, snapshots, guest operations, networking, and artifact resolution.

camoufox-mcp

Enables browser automation with anti-detection features, including navigation, interaction, form filling, and session management.

mem9-guard-mcp

An MCP server that provides a guarded interface to the mem9 persistent memory backend, protecting AI agents against prompt injection, secret leakage, and memory poisoning.

atlassian-mcp

A read-only MCP server for Jira and Confluence Cloud, providing atlassian_get and jira_search tools.

google-workspace-mcp

A multi-account Google Workspace MCP server that drives Gmail, Google Calendar, and Google Drive across any number of Google accounts in parallel from one server.

codeledgerECF/codeledger

Deterministic context selection for AI coding agents. Scores and selects the minimal file set for each task, then records outcomes into a local ledger that compounds into reusable patterns.

pdf-card-mcp

Converts dense PDFs into soft, minimal, card-based HTML readers with preserved source text, rendered pages, and cropped tables/figures as images, all processed locally.

vibe-agent-mcp

MCP server for the Vibe-Marketer Agent API that enables generating ads, auditing landing pages, and running local preflight checks on ad compliance, with an autonomous agent loop to improve results.

pls-touch-grass-mcp

Tracks how long you've been indoors, nags you to touch grass, detects frustration, and recommends nearby parks with live weather.

meta-mcp

MCP server for Instagram Graph API, Threads API & Meta platform — posting, insights, comments, messaging

genTech-agent-kit

A single-install MCP server that provides AI agents with real-time market data, DeFi intelligence, payment rails (x402/Q402), agent identity infrastructure, and self-evolution capabilities.