发现优秀的 MCP 服务器

MCP Imagen Server

Enables text-to-image generation, style transfer, background removal, and automatic image cropping using Google's Imagen AI models through the Model Context Protocol.

Google Classroom MCP

This MCP server provides comprehensive read and write access to Google Classroom, enabling management of courses, rosters, assignments, and grades. It supports full lifecycle operations for educational environments including student submissions, teacher invitations, and coursework organization.

Kubernetes MCP Server

Enables real-time Kubernetes cluster observability and debugging through standardized MCP interface. Provides access to pods, services, nodes, events, and includes built-in tools for cluster health analysis and issue identification.

Steam Review and Forum MCP

Enables exploring Steam store reviews and community discussion threads with server-side filtering, temporal analysis, and metadata context for understanding player sentiment and feedback beyond store page noise.

twilio-mcp-scenario

MCP server for creating and validating Twilio IVR scenario JSON, grammar files, and FAQ workbooks locally, with built-in specifications and patterns from production data.

the-data-collector

Enables searching Bluesky, Substack, and Hacker News content via structured APIs with optional x402 micropayments or API key authentication.

postfact-mcp

MCP server that resolves ambiguous outcomes of side-effecting API/tool calls, returning DONE, NOT_DONE, or UNKNOWN with retry safety guidance.

Reddit Scraper

Scrapes and queries Reddit posts, comments, and media from subreddits and user profiles without requiring API keys, storing data locally for offline access and filtering.

IDA Script MCP

Executes IDAPython scripts in IDA Pro through any MCP-compatible AI assistant, enabling AI-powered binary analysis with full access to IDA's API.

export-controls-agent

Provides export-control compliance research and transaction-risk analysis for Korean semiconductor and battery companies, with tools for classifying ECCN, analyzing license exceptions, and drafting export-control clauses.

LinkedIn MCP Zero

32 MCP tools for job search, resume analysis, matching, alerts, and exports using public LinkedIn endpoints, with optional read-only browser intelligence.

aws-security-mcp

MCP server for automated AWS security scanning — 19 modules, risk scoring, zero write operations.

myday-mcp

Enables AI assistants to query a user's recorded work sessions, notes, and browsing history, allowing them to resume tasks or answer questions about past work without re-explanation.

MetaMask MCP

A Model Context Protocol server that allows LLMs to interact with blockchain through MetaMask, keeping private keys securely in your crypto wallet while enabling transactions and blockchain operations.

GitHub Copilot Response Time Statistics MCP Server

Enables users to measure, track, and compare response times of GitHub Copilot and other AI models. Provides statistical analysis and performance comparison tools for evaluating AI model efficiency.

ebenova-fieldops-mcp

Field operations agent API for task management, geo-tracking, and team coordination. Built for African logistics, delivery, and field service teams.

CRAG-MCP

A Model Context Protocol server that builds and queries a config-aware code graph with support for conditional compilation (#ifdef) filtering, enabling context-aware code analysis across different build configurations.

Personal Assistant MCP Server

A unified interface for managing digital life through integrations with Google Calendar, Obsidian Vault, Trello, and web page parsing capabilities.

RunAPI MCP Server

Connects MCP-compatible coding tools to RunAPI for AI image, video, music, text-to-speech, and LLM generation using 130+ models from leading providers.

ShippingRates MCP Server

Provides container shipping intelligence for AI agents, enabling demurrage & detention calculations, local charges, inland haulage rates, and CFS tariffs across multiple shipping lines, with pay-per-request USDC payments via x402.

Maxion MCP Gateway

Enterprise MCP gateway suite providing 22 unified tools across hardware telemetry, security auditing, AES-256-GCM encrypted storage, HMAC verification, and Amazon Bedrock media generation.

GoldenMCP

A Web3 MCP evaluation marketplace enabling standardized Inspect evals with Walrus-backed results, ENS identity, Chainlink attestation, and x402 nanopayments on Arc.

Selat

Centralizes OAuth connections and tool access for AI agents, providing a single credential to call multiple services via MCP and REST with consistent errors and pagination.

braincloud-mcp-helper

A local, trustless MCP server that lets AI coding assistants sync brainCloud cloud-code scripts to and from your filesystem and git repo.

docs-mcp

MCP server + RAG chatbot that makes your MDX documentation searchable by AI assistants. Built on BM25 + metadata filtering.

MCP Weather Server

Enables users to search for location coordinates, retrieve current weather data, and stream real-time weather updates using the Open-Meteo API. Supports location search by city name and provides detailed weather information including temperature, wind speed, and weather conditions.

SnackMachine

Modular snack registry, scheduler, spool, and MCP knowledge conduit that enables AI-ranked search, multi-agent shared memory, and FTS5 indexing across vault layers.

qwen-memory-agent

MCP-native persistent-memory agent that remembers user preferences across sessions, forgets superseded facts, and recalls relevant memories within a tight token budget.

Rancher MCP Server

Model Context Protocol (MCP) server for the Rancher ecosystem: multi-cluster Kubernetes, Harvester HCI (VMs, storage, networks), and Fleet GitOps.

bigread-mcp

Calculates optimal chunk offsets for large files to bypass Claude Code's 50K character truncation limit while maintaining native Read/Edit/Write compatibility. It allows the AI to seamlessly re-read files in correctly-sized pieces by providing a specific reading plan.