发现优秀的 MCP 服务器

Hetzner Cloud MCP Server — Cloud API + SSH management (60 tools)

Open-source MCP server for managing Hetzner Cloud infrastructure with two management layers: * Layer 1 — Hetzner Cloud API (35 tools): Server power control, metrics, snapshots, backups, firewalls, DNS zones and records, rescue mode, server rebuild and rescale. Works even when the server OS is unresponsive. * Layer 2 — SSH (25 tools): Service management (systemd), Nginx config and reload,

Memory MCP

Provides persistent cross-session memory and full-text search for AI coding assistants, storing project context, decisions, and preferences while enabling searchable access to conversation history via local SQLite.

BelugaMCP

Unified SAP MCP server combining SAP documentation search, ABAP linting, and BTP service exploration into a single extensible ecosystem for AI assistants.

OcularAudio-MCP

An asynchronous Model Context Protocol (MCP) server that gives AI models 'eyes and ears' to process web videos. It extracts transcripts and captures screenshots from YouTube and other video platforms.

JFrog MCP

Read-only MCP server for JFrog Artifactory repository intelligence, enabling listing repositories and paths, fetching metadata, properties, and stats, and performing bounded file searches without mutation.

mcp-airflow

MCP server exposing Apache Airflow REST API operations as tools — list DAGs, inspect runs and task instances, trigger DAG runs, and check failed DAGs and scheduler health

Paragon MCP Server

Enables AI agents to access prebuilt actions for 130+ SaaS integrations via Paragon's ActionKit, with automatic OAuth and API key flows.

OurGroceries MCP

Unofficial MCP server to manage grocery lists in OurGroceries. Enables listing, adding, completing, removing, and moving items.

Xploit47

AI-powered penetration testing reasoning engine (MCP server) for attack path planning, step scoring, and tool recommendations using Beam Search and Monte Carlo Tree Search.

Android MCP Server

Enables control of Android devices via ADB, allowing screenshot capture, touch simulation, and swipe gestures through natural language commands.

Baby Sensory Analytics MCP Server

Cloud-powered analytics server for Baby Sensory World that tracks engagement patterns, favorite themes, colors, and provides AI-powered insights to optimize baby's sensory experience.

GCM MCP Server

Enables interaction with IBM Guardium Cryptographic Manager (GCM) for cryptographic asset management, including authentication, asset inventory queries, policy violation tracking, and ticket management.

commentscraper

Enables AI agents to research customer voice by searching Reddit and extracting structured comments from supported community platforms via MCP.

loreroom

Encrypted, local memory for your Claude Code Telegram bot. Captures both sides of the conversation at the plugin source (survives restarts and crashes) and recalls it via MCP tools.

os-control-mcp

Controls a Linux host through structured interfaces like systemd, journald, and D-Bus for service management, journal queries, power operations, and more, with safety guards to prevent accidental damage.

agentforge-trust-mcp

MCP server exposing AgentForge Trust Score audit tools. Query trust, evaluate policies, list trusted servers, recommend with filter.

SAP Business One MCP Server

Enables interaction with SAP Business One via Service Layer REST API to retrieve and create business data such as partners, orders, invoices, items, and stock levels through natural language.

mcp_sdk_petstore_api_v11

Exposes Petstore API endpoints as tools for AI assistants using the Model Context Protocol via SSE transport. It enables users to interact with the Petstore service through natural language by proxying requests to the target API.

chrome-devtools-mcp-wrapper

A wrapper around chrome-devtools-mcp that adds dynamic multi-browser routing, allowing connection to and switching between multiple Chrome instances at runtime.

Scout MCP Server

Provides coding agents with live web capabilities including web search, scraping to Markdown, structured extraction, crawling, screenshots, and company lookup, all with zero dependencies.

TraceFlow Compress

Serverless MCP connector for compressing prompts with TraceFlow metrics (tokens, cost, latency, compute, energy, carbon). Provides compression, analysis, routing, and caching tools.

qdrant-mcp

MCP server for document ingestion and semantic search on Qdrant. Enables ingesting local documents, generating embeddings with OpenAI, and performing vector search with metadata filters.

Reservation Platform MCP Server

Enables unified management of reservations across multiple Korean platforms (Naver, Airbnb, SpaceCloud, Yanolja, Kakao) with features for duplicate booking prevention, revenue tracking, customer management, and automated messaging through iCalendar integration.

IDAssistMCP

Enables LLM clients like Claude to interact with IDA Pro for binary analysis, decompilation, cross-references, patching, and more via 41 MCP tools, 8 resources, and 7 guided prompts.

Expense Tracker MCP

An AI-powered Expense Tracker built using FastMCP and SQLite that exposes expense management capabilities as MCP tools, allowing AI assistants to interact with a persistent expense database.

Cituna MCP Server

Brings Cituna's AI visibility tracking, audits, and Google Search Console data into Claude via MCP.

Gemini MCP Server for Claude Code

Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

dm_mcp_server

MCP server for Dameng database, providing tools to test connection, list tables, count tables, and execute SQL via environment variables.

YFinance MCP Server

Provides financial data from Yahoo Finance via MCP, enabling AI agents to access real-time stock info, historical prices, financial statements, and market analysis.

mcp-weather-tool

Enables to query real-time weather information for any city worldwide by automatically geocoding city names and retrieving temperature, precipitation, and other data via Open-Meteo APIs, seamlessly integrated with Claude Desktop.