发现优秀的 MCP 服务器

Cortex

MCP server that lets AI agents monitor and tune neural network training in real time, with anomaly detection and guarded interventions.

design-review-mcp

Multi-model adversarial design review MCP server that distributes design documents to multiple LLMs, retrieves project knowledge, and produces calibrated consensus summaries.

Remote MCP Server for Cloudflare

A deployable MCP server on Cloudflare Workers that enables AI tools integration without authentication requirements, compatible with AI Playground and Claude Desktop.

PanPan Image Generator MCP Server

AI-powered image generation and editing server for Claude Code, supporting multiple Gemini models, batch generation, shared context, and conversion to PDF/PPTX.

mcp-server-motherduck MCP server

镜子 (jìng zi)

Strava MCP Server

Connects Claude or any MCP client to the Strava API v3, enabling access to fitness data such as activities, athletes, clubs, segments, routes, and streams.

tanstack-start-devtools

Local development bridge between TanStack Devtools and MCP-capable coding agents.

BackCrew Housecall Pro MCP Server

Connects AI assistants to Housecall Pro to look up and manage customers, jobs, invoices, and more through natural language. Operates in read-only mode by default with optional write capabilities.

notification-mcp

Enables sending push notifications via Bark and PushDeer services, supporting message, markdown, and image notifications.

atlassian-mcp

Enables Claude and Claude Code to interact with Atlassian Cloud (Confluence and Jira) through natural language, supporting full CRUD operations, search, comments, and attachments.

claude-gmail-mcp

A Gmail MCP server that enables Claude to send, search, and read emails using either Gmail API or SMTP/IMAP backend.

Gemini MCP Server

Enables comprehensive codebase analysis using Google's Gemini CLI and its massive context window. Supports file/directory analysis, security audits, architecture analysis, feature verification, and complete project overviews for large codebases that exceed other AI models' context limits.

Cisco RIS MCP Server

Enables querying Cisco CUCM Real-time Information Service and Performance Monitor data through MCP tools for device status, CTI connections, counter monitoring, and cluster health.

NeuralReaper

AI-native security research platform that integrates Claude with MCP to execute real offensive security tools in an isolated Docker container, enabling natural language-driven recon, CVE scanning, Active Directory enumeration, and cryptographic posture assessment.

planka-mcp

MCP server that connects Hermes to Planka Kanban, enabling natural language management of projects, boards, lists, cards, and users through the Planka REST API.

weather

Provides Chinese city weather query and forecast functionality using Juhe Weather API.

Gmail MCP Server

Enables Claude to read unread emails and create draft replies in Gmail with proper threading.

Woolworths MCP Server

Enables interaction with Woolworths Australia's online shopping platform through browser automation and API integration. Supports product search, browsing specials, managing shopping cart, and accessing product details through natural language.

Cal.com MCP Server

Exposes Cal.com scheduling tools to AI agents via MCP, enabling listing event types, checking availability, and managing bookings (create, cancel, reschedule).

Image Analyzer MCP Server

Provides local image analysis tools using Pillow for dimensions, colors, metadata, and format conversion without external APIs.

CISA KEV MCP Server

Provides access to CISA's Known Exploited Vulnerabilities catalog via the Model Context Protocol, enabling querying, searching, and analyzing vulnerability data.

print-advisor-mcp

Calculates 3D printing cost, time, material weight and build-plate fit from plain dimensions given in the conversation, with no STL upload and no API key. Covers PLA, PETG, ABS, ASA, TPU, Nylon, PC and PLA-CF, plus build volumes for Bambu Lab, Prusa, Creality, Voron and Elegoo printers.

Churn Solution MCP Server

Provides read-only access to Churn Solution retention analytics, including cancellation-flow metrics, save rates, recovered revenue, offer performance, cancellation reasons, and customer feedback.

TfL MCP Server

Enables AI assistants to query live Transport for London data, including service status, arrivals, journey planning, bike points, crowding, and fares.

MARRVEL-MCP

An MCP server for MARRVEL that enables AI agents to access genetics databases and variant analysis tools for rare disease research.

aitheja-molaya

Unified MCP server that combines Aitheja Brain, theGod, and ThejaUltimate into a single Cursor MCP entry, offering a compact tool surface with delegated access to broader backend tools.

Techtenstein PDF MCP

MCP server that gives your Claude, Cline, or Cursor session the ability to extract text, tables, and metadata from any PDF URL — including scanned PDFs via OCR.

Keeta Network MCP Server

Provides AI agents with native access to the Keeta Network Layer 1 blockchain for payments, asset transfers, and compliance-ready financial infrastructure. It features a dynamic, self-describing architecture that allows agents to automatically discover and execute SDK methods at runtime.

mcp-local-memory

A lightweight, powerful local memory server for AI agents supporting text, entities, and relations. Enables persistent codebase understanding and user preference management.

Serial MCP Server

Enables AI tools like Claude Code and Codex CLI to read and write serial port data, facilitating embedded development workflows such as coding, flashing, and debugging.