Web design analysis MCP server with 26 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into sea
Search for high-resolution UI design inspirations from Dribbble by simply entering keywords. Quickly get quality web app design references tailored to your needs. Enhance your design workflow with fas
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Enable AI-driven creation and validation of Eagle CAD components by bridging Claude Desktop with the CAD Model Automation web API. Facilitate seamless interaction with CAD design tools through a clean
Scrapes websites to extract deep design insights and visual patterns for creative projects. Generates comprehensive design briefs and CSS token sets based on real-world inspiration. Provides automated
Explore, query, and inspect SQLite databases with ease. List tables, preview results, and view detailed schema metadata to understand structure quickly. Verify connectivity and readiness with a quick
Generate tailored system architecture recommendations based on your business parameters such as QPS, concurrent users, database type, and AI model size. Automatically receive optimal resource allocati
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Provide your AI agents with instant access to the best curated resources from over 8,500 awesome lists and more than 1 million items. Discover relevant sections and retrieve high-quality references fo
Retrieve real-time weather information effortlessly for any city. Get accurate weather updates using a simple command or API call without needing an API key. Enhance your applications with reliable we
Coordinate and manage complex AI-driven software development workflows using a multi-agent architecture. Analyze, design, debug, and improve code projects with intelligent agents leveraging a unified
Provide AI agents and automation tools with contextual access to blockchain data including balances, tokens, NFTs, and contract metadata. Enable multi-chain support and deliver enhanced user experienc
Manage and organize tasks efficiently with AI agent integration. Create, update, query, and track tasks with hierarchical support and real-time feedback. Enhance productivity by leveraging structured
Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; monitor health and alerts; and query Ambari Metrics with exact identifiers. Inspect and update configurations, track requ
Discover tools across your connected servers using natural language. Find the right capability fast and avoid manual browsing. Run chosen tools directly without switching contexts.
Enable rapid integration and execution of AI Agent tasks in a secure, serverless cloud environment. Provide enterprises and developers with one-click configuration and real-time edge-cloud interaction
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only in
Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component
Connect Claude Desktop (or other MCP clients) to your Google Docs and Google Drive!
Create project notes, tasks, and issues enriched with Mermaid diagrams, interactive flows, and rich HTML explainers. Generate and organize reusable profiles and configuration components to guide behav
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, and IACR. Fetch PDFs and extract full text to accelerate literature reviews. Get consistent
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI & Product Hunt before you build — returns a 0-100 reality signal, top competitors, and pivot suggestions. Quick mode (2 sour