#ui

A web-based graphical interface for AI chat interactions with support for multiple AI models and MCP (Model Context Protocol) servers.

Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

23 MCP tools for AI agents. 13 free developer utilities (UUID, JSON, Base64, hashing, JWT, regex, cron, ETH). 7 paid creative tools. Browse and buy from 218+ digital goods across 22 shops at substratesymposium.com. Free tools get agents in the door, the cultural district keeps them.

MCP server that connects Claude Desktop to 15 AI-powered PDF tools: summarize PDFs, chat with documents, generate quizzes & flashcards, compress, merge, split, OCR, convert to Word, analyze contracts, optimize resumes, and more. Works with any PDF file on your computer.

WebsitePublisher.ai MCP server provides 44+ tools for complete website publishing. Create and update pages, upload assets, manage dynamic data entities, configure contact forms, handle integrations, and publish to production — all through MCP. Supports Claude Desktop, Cursor, Windsurf, GitHub Copilot Studio, Mistral/Le Chat, Smithery, and all MCP-compatible clients. OAuth 2.1 with PKCE. Streamable HTTP + SSE transports supported.

MCP server that annotates any web page with hover labels for AI assistants. Reverse proxy injection — zero browser extensions, works in any browser. 5 tools: annotate, get_elements, highlight_element, rescan_elements, inspect_mode.

MCP server for BionicForms — build forms, manage responses, and trigger AI analysis from Claude. Agents can self-register without an existing account. 19 tools covering forms CRUD, schema management, response collection, AI-powered analysis, webhooks, and account management. Install via npx @bionicforms/mcp-server.

Free, open-source MCP server for Claude Certified Architect exam prep. 390 scenario-based questions across all 5 exam domains, guided 18-step capstone build, 30 concept handouts, 6 reference projects, practice exams scored 0-1000, interactive clickable answer cards, glassmorphism progress dashboard, SM-2 spaced repetition, and deterministic grading with zero sycophancy. Everything runs locally — no cloud, no accounts, no telemetry.

MCP server for perpetual futures trading across Pacifica (Solana), Hyperliquid (HyperEVM), and Lighter (Ethereum). 18 tools for market data, portfolio management, trade execution with dry-run safety, funding rate arbitrage scanning, and analytics.

Local MCP server that gives AI agents eyes and hands on running Uno Platform apps. Agents can capture screenshots, inspect the visual tree, simulate pointer clicks, type text, send key presses, invoke automation peer actions, and query DataContext, enabling agentic UI development and testing across WebAssembly, iOS, Android, macOS, and Linux. Works with Visual Studio Copilot, VS Code, Claude Code, Codex, and any MCP-compatible agent

Live stock market data, SEC filings, screeners, insider activity, technical analysis, and more.

Stateless circuit breaker that detects recursive agent loops in MCP tool calls. Uses Bloom filter to identify repeated calls within 30 seconds. Pay $0.005 USDC via x402 on Base network to reset context and break the loop.

AI user research through MCP: studies, AI interviews, recruitment, and insight reports.

Professional MCP Server custom development & search ranking growth service. We build MCPs and make AI find them.

Give your AI coding agent eyes. RenderLens is an MCP server with 3 tools: render (code → screenshot), audit (Lighthouse + WCAG accessibility), diff (pixel-level visual comparison). Free during beta — 100 calls/month, no API key, no signup.

What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launch any TUI app, take screenshots, send keystrokes, read text - works with any framework.

Deploy full-stack apps directly from any AI assistant. 75+ MCP tools for projects, deployments, databases, environments, security & more.

Search catalog of 1000+ Russian construction companies and real estate agencies. Find house projects by parameters (area, floors, material, budget), compare companies across 7 cities, and request quotes. The first business MCP server for the Russian construction market.

AI-powered recipe MCP server with 18 tools for comprehensive cooking assistance. Search recipes by keyword, ingredient, cuisine, or dietary preference. Get full recipe details, nutrition info, and ingredient substitutions. Plan multi-day meals, generate grocery lists with Instacart integration, scale servings, compare recipes side-by-side, and discover quick or dietary-specific recipes. Explore world cuisines, get cooking tips, and find random recipe inspiration.

Playwright-style MCP server for Windows desktop, browser, and system automation. 110 tools for WPF, WinForms, Win32, Chrome/Edge via UIA3 and CDP. Record once with an AI agent, replay forever with deterministic JSON scripts. Self-healing selectors via winwright heal. Single self-contained binary — no .NET runtime needed.

AI agent website builder. Create and publish link-in-bio sites via MCP or REST API.

AI-powered cooking platform with recipe search, cooking tips, meal planning, and grocery integration. Search thousands of recipes by cuisine, ingredient, or dietary preference.

MCP server for Arcadia Finance, a platform to manage Uniswap and Aerodrome concentrated liquidity positions with built-in leverage, automated rebalancing, and yield optimization. Read protocol data and build unsigned transactions for LP management, borrowing, deposits, and more.

Career and workforce intelligence built on a deep HR ontology — skill taxonomies, role definitions and responsibilities, compensation and incentive structures, learning and development pathways, sourcing strategies, and role/skill evolution mapping. This structured foundation, combined with a RAG knowledge base curated from 50+ premium sources (HBR, McKinsey, BCG, Gartner, Forrester) and updated 3x daily with live web research, powers 6 guided skills and 42 MCP tools for two audiences: working professionals getting personalized career intelligence (CV optimization, salary benchmarking, career strategy), and HR/TA teams running structured talent evaluation, candidate shortlisting, compensation analysis, and consulting-grade workforce research reports. Example Use Cases (for HR/TA teams): 1. Custom Evaluation Models — Train CareerProof on your organization's existing assessment rubrics, scorecards, and evaluation criteria to build custom eval models that evaluate candidates through your specific lens. Upload your competency frameworks and historical assessments, then run inference on new candidates — scored and ranked exactly how your team would, at scale. 2. Candidate Evaluation & Shortlisting — Set up a hiring context with company profile and job description, upload candidate CVs, then batch-rank them with GEM competency scoring and JD-FIT matching. Apply your custom eval models for organization-specific scoring, or deep-dive any candidate with a 360-degree evaluation including tailored interview questions derived from skill taxonomy analysis. 3. Workforce Research Reports — Generate consulting-grade PDF reports across 16 types (salary benchmarking, skills gap analysis, org design, DEI assessment, succession planning, sourcing strategy, and more). Each report is grounded in real-time market data from premium sources and structured around HR ontology — role definitions, compensation structures, L&D pathways, and skill evolution mapping. 4. Compensation & Incentive Benchmarking — Get market-calibrated salary and total compensation intelligence for any role, location, and industry. Analysis is structured around compensation and incentive frameworks from the HR ontology, enriched with live web research and curated knowledge base data covering base salary, equity, bonuses, and benefits. Example Use Cases (for the working professional or career coach): 1. Career Intelligence Chat (Hyper-Personalized) — Ask career strategy questions and get hyper-personalized responses that fuse your CV context with deep insights from the career and workforce RAG knowledge base. Salary benchmarks calibrated to your function and location, industry disruption analysis mapped to your skill profile, and career pivot recommendations grounded in role evolution data — not surface-level answers, but intelligence drawn from the same sources that inform executive strategy. 2. CV Optimization (Hyper-Personalized) — Upload your CV and receive a hyper-personalized positioning pipeline that combines your actual experience with deep insights from our career and workforce RAG knowledge base. Market analysis calibrated to your industry and seniority, career opportunity identification grounded in role/skill evolution data, and targeted edits with trade-off analysis — not generic advice, but intelligence shaped by 50+ premium research sources and your unique career trajectory.

Book private airport transfers and cruise port transfers across the UK. Get instant fixed-price quotes from Heathrow, Gatwick, Stansted, Luton, City Airport, Edinburgh, and cruise ports (Southampton, Dover, Portsmouth, Tilbury, Harwich) to any UK address or postcode. Fixed prices, free cancellation, free baby seats, meet & greet, flight tracking. By Airport Pickups London — TripAdvisor 4.7/5, Trustpilot 4.9/5, Reviews.io 4.9/5

Historical crypto market data API and MCP server for Hyperliquid, Lighter.xyz, and HIP-3. Query order books, trades, candles, funding rates, open interest, liquidations, and data quality metrics from April 2023.

The deepest Hyperliquid dataset available as an MCP server. Not an SDK wrapper — we index Hyperliquid's clearinghouse directly via gRPC and compute analytics no one else exposes. 710K+ active wallets classified into behavioral cohorts (money_printer, smart_money, whale, leviathan), live cohort positioning, trader profiling, hidden gem discovery, liquidation heatmaps, and full position lifecycle tracking across 1.8B+ trades. 26 tools for Claude, Cursor, or any MCP client."

The secure, local-first gateway that bridges your personal files to any AI Agent. OmniDrive is a "Plug & Play" desktop application that allows you to selectively share local folders with AI agents like Claude Desktop, Cursor, ChatGPT, and Gemini. Built on the Model Context Protocol (MCP), it gives your AI assistants the "eyes" they need to see your documents, spreadsheets, and codebase—while keeping you in absolute control.

Unofficial Apidog MCP server, that gives ability to work with testing features of ApiDog.

AI visibility monitoring and ΑΕΟ/SEO optimization platform. Track how your brand appears in AI assistant responses (ChatGPT, Claude, Perplexity), monitor competitor visibility, generate ΑΕΟ/SEO optimized content, manage social media publishing, and analyze website performance across search engines and AI platforms. Audit and create strategy for your brand.

Build with live API data. Paste this MCP URL into your AI coding assistant and get instant access to SODAX API data plus SDK documentation that auto-updates from GitBook.

WebsitePublisher.ai MCP server provides 44+ tools for complete website publishing. Create and update pages, upload assets, manage dynamic data entities, configure contact forms, handle integrations, and publish to production — all through MCP. Supports Claude Desktop, Cursor, Windsurf, GitHub Copilot Studio, Mistral/Le Chat, Smithery, and all MCP-compatible clients. OAuth 2.1 with PKCE. Streamable HTTP + SSE transports supported.

This server allows AI assistants (like Claude) to interact with your Quire projects, tasks, and data securely.

An MCP server for UntitledUI components - both base and pro.

MCP Server for Visual Studio bridges your IDE with AI coding assistants like Claude Code, Cursor, Windsurf, and Cline. Unlike file-based tools, this extension provides what AI agents CAN'T do alone: • IntelliSense & semantic code understanding (powered by Roslyn) • Symbol search - definitions, usages, inheritance hierarchies • Solution/project navigation and document outlines • Build execution with clean, structured error output • Async test execution with progress tracking • Solution-wide refactoring (rename symbols across all files) 20 tools designed for AI consumption with token-efficient output. Windows only. Supports VS 2022 (17.13+) and VS 2026.

An MCP (Model Context Protocol) server that provides design guidance to help LLMs generate better, more modern web pages. This server focuses on teaching design principles and best practices rather than providing code templates.

Search millions of job listings across 12 countries including the US, UK, Germany, France, Australia, Canada, and India, with powerful filters for keywords, location, salary range, and job type.

Natural language-driven spatial transcriptomics analysis via MCP. Integrates 60+ analytical methods across 15 categories including preprocessing, visualization, spatial statistics, cell communication, deconvolution, and trajectory analysis.

KinielaGPT es un servidor MCP (Model Context Protocol) diseñado para potenciar tus predicciones de la Quiniela mediante un análisis avanzado de datos. Combina las probabilidades oficiales de LAE con un análisis contextual profundo: histórico de enfrentamientos, rachas recientes, clasificación y rendimiento como local o visitante. Ofrece tres estrategias de predicción, detección de sorpresas y un análisis pormenorizado partido a partido.

200+ production-ready components your AI already knows. Just describe your UI get clean code, ship faster. Describe, don't code Ask AI what you need in plain English No more template hunting AI creates best UI for your needs Ship by tonight Build entire landing pages with multiple sections

MCP Assistant is a web-based client for interacting with MCP (Model Context Protocol)–compatible servers.

## Features - **Device Control**: GPIO, PWM, sensors, cameras - **Robotic Arms**: Amber B1, Lucid One with gripper support - **Mesh Networking**: Auto-discovery across LAN - **Security**: AES-256 encryption, token auth ## Installation pip install regennexus

zephyr rtos mcp server

一个封装了hyperliquid交易的mcp工具，可以给模型对hyperliquid进行交易

Model Context Protocol (MCP) server that integrates with Hyperliquid, a decentralized perpetual futures exchange. This server exposes Hyperliquid's trading APIs as MCP tools, allowing AI assistants like Claude to interact with the exchange programmatically.

An MCP service that turns BizyAir-designed workflows / AI apps into MCP tools and exposes an instant MCP API, so any MCP client can run them conversationally.

DevExpress documentation at your AI's fingertips.

An MCP server that enables interactive, browser-based user interfaces. It allows any MCP-aware AI chat client to generate charts, diagrams, visualizations, forms, calendars, and more — powered by context data, outputs from other tools, or synthesized by an LLM. The resulting UIs are fully interactive, editable, and customizable, making it easy to build dynamic workflows and visual experiences directly within the chat environment. Features: Chart Creation, Diagram Creation, Data Visualization, Form Generation, Calendar Creation, Date/Time Picker

Icons8 MCP Server gives AI coding environments instant access to 368,865+ Icons8 icons across 116 design styles. Connect your Claude, Cursor, Windsurf, VS Code, or any SSE-capable MCP host to stream high-res PNGs for free or unlock full SVG delivery with an API key—ideal for prototyping, production code, and rapid UI experiments. Use cases - Replace entire icon sets in existing projects with consistent, on-trend styles. - Add icons to bullet lists, feature highlights, process steps, and dashboards without leaving your IDE. - Prototype quickly with free PNG previews, then upgrade to SVGs for production-ready assets. - Build AI-assisted workflows that search, preview, and drop icons directly into your code. - Showcase interactivity with ready-made demos such as falling emojis, sci-fi dashboards, and product catalogs.

**Explore the I Ching with Quantum-Powered Reflection** Dive into the ancient wisdom of the I Ching, the 3,000-year-old Chinese *Book of Changes*, now enhanced with quantum random number generation. Generate true-random hexagrams for self-reflection, guided by AI-powered analysis combining classical interpretations, historical insights, and modern applications. Discover patterns, make decisions, and explore change with a tool that bridges ancient philosophy and cutting-edge technology.

**Explore the I Ching with Quantum-Powered Reflection** Dive into the ancient wisdom of the I Ching, the 3,000-year-old Chinese *Book of Changes*, now enhanced with quantum random number generation. Generate true-random hexagrams for self-reflection, guided by AI-powered analysis combining classical interpretations, historical insights, and modern applications. Discover patterns, make decisions, and explore change with a tool that bridges ancient philosophy and cutting-edge technology.

A Model Context Protocol (MCP) server implementing the Dual-Cycle Metacognitive Reasoning Framework for autonomous agents. This tool empowers agents with greater self-awareness and reliability through intelligent loop detection and experience acquisition.

Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensive Apple platform knowledge through cutting-edge RAG technology. With professional AI reranking and hybrid search across iOS, macOS, watchOS, tvOS, and visionOS documentation plus Apple Developer YouTube content, you'll get precise, contextual answers every time. Compatible with Cursor, Claude Desktop, and all MCP tools - start building smarter Apple apps today!

Help agents automatically write and test stories for your UI components. Storybook MCP enables a workflow where for each UI component created, the agent will automatically generate and link to example stories. These stories let you visually verify the new UI in each of its key states, and provide documentation and component tests.

A quiz generator server based on Model Context Protocol (MCP) that generates Markdown questions according to requirements and converts them into HTML and Word format quiz files.

An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.

WooCommerce MCP Server Plugin (no external server needed): Connect your WooCommerce store to AI assistants like Claude and VS Code. This WordPress plugin enables AI clients to access your store's product catalog, categories, reviews, and content through a secure, read-only interface. MCP for WooCommerce transforms your WordPress site into an AI-accessible data source built on Automattic's official WordPress MCP. It safely exposes public store information—products, categories, tags, reviews, shipping options, and WordPress content—while protecting customer data and private details. Perfect for building AI-powered shopping assistants or integrating with custom AI applications.

A Model Context Protocol (MCP) server that provides comprehensive tools for BugBug test automation platform. Features: - Complete BugBug API Integration: Full access to tests, suites, runs, and profiles - Cross AI Assistant Support: Works with Claude, Windsurf, GitHub Copilot, and other AI assistants - Advanced Tools: Wait for completion, error explanation, and batch operations - Smart Test Running: Run tests by name or UUID with intelligent matching - Real-time Monitoring: Track test and suite execution with live status updates - Built with TypeScript: Type safety and modern development practices

# Maven Tools MCP - AI-Powered Maven Central Intelligence MCP server providing instant, accurate dependency analysis for Maven, Gradle, SBT, Mill, and all JVM build tools. Get dependency intelligence that's faster and more reliable than web searches. ## Key Features - **Bulk Operations**: Analyze 20+ dependencies in one call (<500ms vs 60+ seconds manually) - **Universal JVM Support**: Works with Maven, Gradle, SBT, Mill using standard Maven coordinates - **Version Intelligence**: Automatic classification (stable/RC/beta/alpha) with stability filtering - **Age Analysis**: Classify dependencies as fresh/current/aging/stale with actionable insights - **Context7 Integration**: Smart documentation hints for complex upgrades and migrations - **Enterprise Performance**: <100ms cached responses, native images ## Perfect For - "Check all dependencies in this build file for latest versions" - "Show me only stable versions for production deployment" - "How old are my dependencies and which ones need attention?" - "Compare my current versions but only suggest stable upgrades" **Docker Installation**: One command setup with multi-architecture support. **GitHub**: https://github.com/arvindand/maven-tools-mcp

Konnektoren MCP Server helps you learn German faster and smarter. Instantly find answers to grammar questions, discover the best exercises for your level, and create your own interactive challenges—all in one place. Whether you’re a student, teacher, or self-learner, this server gives you easy access to high-quality German learning resources and tools, right inside your favorite AI assistant. No technical setup required—just connect and start improving your German today!

An AI-powered development workflow MCP server that guides you from requirements to code implementation. Features Complete Development Workflow: From goal collection to task execution AI-Powered Guidance: Step-by-step instructions for each development phase Template-Based: Uses proven templates for requirements, design, and tasks Claude Integration: Seamlessly integrates with Claude Code Installation

Build modern, production-ready UI blocks, components, and landing pages in minutes.

MCP server for information on the cruise industry. You can request information on ships, upcoming cruises, and the cruise industry.

You can request information on ships, upcoming cruises, and the cruise industry.

MCP server for information on the cruise industry. You can request information on ships, upcoming cruises, and the cruise industry.

Use `build-my-own` to replicate any GitHub project. It sets up the directory structure, prompts, and rules for AI, enabling it to assist you—more like guiding you—to recreate your desired project from scratch. Throughout the process, you’ll collaborate with AI to think through the details of project implementation and understand its principles. Ultimately, you’ll gain a fresh, deeper, and practical understanding of the project.

Maestro is the simplest and most effective UI testing framework for Mobile and Web. Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.

Druid MCP Server A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters. The server supports: - AI based Time Series Data Analysis - Data Management - Time Series Ingestion Management - Apache Druid Monitoring & Health - Enterprise grade developed in Java like Apache Druid itself to make it compatible with enterprise landscapes

An MCP server for comprehensive read-only access to one or more Apache Druid clusters for ad-hoc data analysis, monitoring, troubleshooting, and comparison.

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for SuiteCRM (beta): https://www.cdata.com/download/download.aspx?sku=ETZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Quickbase (beta): https://www.cdata.com/download/download.aspx?sku=GUZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for QuickBooks Time (beta): https://www.cdata.com/download/download.aspx?sku=HCZK-V&type=beta

A Model Context Protocol (MCP) server for generating UUIDv7 strings. Features Get a single UUIDv7 string. Get a batch of UUIDv7 strings.

QuerySculptor is a GraphQL query builder designed for AI agents that provides 26 structured tools via the Model Context Protocol (MCP). Instead of generating complex GraphQL queries from scratch, AI agents can build queries step-by-step with real-time validation, schema introspection, and error prevention. It works with Claude, Cursor, and other MCP clients, using Redis for session management and featuring a live demo with the Pokemon API. The tool transforms the traditional error-prone approach of raw GraphQL generation into a guided, conversational workflow perfect for AI assistants and chatbots.

This MCP server enhances LLM coordination, offering greater control and predictability, and significantly reduces billable requests by minimizing user interactions within a single task.

Peliqan is an all-in-one data platform with ETL and built-in data warehouse. The Peliqan MCP server allows you to connect to all your business applications to query data, ask analytical questions on your data etc. Use Peliqan to expose your SaaS business applications via MCP and to get real-time access to all internal company data. Available connectors include: Adobe Commerce, AFAS, Aircall, Airtable, Akeneo, AllGravy, Amazon QuickSight, Apache Airflow, Apache Superset, Apple App Store, Aproplan Letsbuild, Archisnapper, ArchX, S3, BambooHR, Bank Transactions, Benchmarking Alliance, Bigcommerce, BigQuery, Billit, Billtobox Banqup, Billtrust (iController), Bol, Brevo, CareerPro FLA (RSZ), Chargebee, Cin7 Core, Cin7 Omni, ClickHouse, CreditSafe, d2o PMI, Docebo, Dropbox, Dynamics 365 Finance and Operations (AX), DynamoDB, Elastic Search, Elina PMS, Exact Online, Excel, Facebook, FDT Sellus, FHIR, FileMaker, FortNox, Freshdesk, GeoCode API, GeoDynamics, GeoFleet, Github, Globis, Gong, Google Ads, Google Analytics, Google Calendar, Google Docs, Google Drive, Gmail, Google Play Store, Google Sheets, HelpScout, Heylog, HubSpot, HubSpot Analytics, IFS ERP, Intercom, IonBiz, Jira, Klarna, Klaviyo, Klenty, LightSpeed eCom, LightSpeed Retail (R-Series), Linkedin, Lobster Logistics Cloud, Looker, Magento, Magicline, Mailchimp, Mailerlite, Metabase, Mews, Microsoft Business Central Custom API, Microsoft Dynamics 365 Business Central, Microsoft Fabric DWH, Microsoft Outlook, Microsoft Outlook Calendar, Microsoft Teams, Mixpanel, Monday, MongoDB, MQTT, SQL Server, mWorker, MySQL, N11, NetSuite, NMBRS, Norges Bank Currencies, Notion, Odoo, OneDrive, OpenAI, Optioryx, Parseur, PayPal, Pimcore, Pipedrive, Planday, Ponto, Postgres, PostHog, Postmark, Power BI, Power Office, Qdrant, Qlik, Quickbooks, Redshift, Salesforce, SAP SQL Anywhere (Sybase), SaySimple, SD Worx, SendCloud, SFTP, Sharepoint, Shiji ReviewPro, Shopify, Simplicate, Slack, Snowflake, Solvice, Starshipit, Stripe, sugar CRM, Supabase, Superagent, Tableau, Teamleader Focus, Teamleader Orbit, Test connector, TraxGo, Trimble Connect, Trino, TripleTex, Typeform, Unleashed ERP, Veroo, VIES EU VAT validation, Visma Bouwsoft, Visma E-conomic, Visma Net (Visma.net), Vitally.io, Weather API, Weclapp, Whatsapp, Workday, Xero, Yuki, Zendesk, Zenvoices, Ziggu, Zoho Creator, Zoho CRM, Zoho Invoice, REST, CSV, API, XML, JSON, API driver, OData, FTP, SFTP, Parquet and many more...

Enhanced MCP server for Google Workspace with Google Meet integration and bug fixes

A Model Context Protocol (MCP) server that provides comprehensive information about React design systems, along with code generation capabilities for common UI patterns. Currently supports AWS Cloudscape Design System, with plans to add support for Material UI, Chakra UI, Ant Design, and other popular React design systems in the future.

Reusable MCP server setup to augment AI coding agents with specific repo guidelines

Stand up a MCPserver for quiz app for kids

The package manager for fluidmcp to quickly spin up mcp servers behind fastapi

An MCP server to connect image-builder to an AI/LLM

A MCP server for testing

MCP server for Zeplin - used for screen and component code generation 💻

Integrate mcp-server-airflow to Open Web UI

高等级的免费爬虫MCP, 完全 Markdown 化支持，支持微信公众号等一大批国内网站。A powerful web crawler designed specifically for LLM applications, capable of extracting clean, readable content from various web pages and converting it to Markdown format. This tool is essential for building knowledge bases, training data collection, and content aggregation for LLM applications. It includes built-in support for the Model Context Protocol (MCP) for enhanced context management.

the mcp server to run circuit simulation with ngspice

Claude Project Coordinator is a Swift-powered MCP (Model Context Protocol) server designed to streamline multi-project Xcode development. It lets you track project status, auto-detect frameworks, search code patterns, and maintain a structured development knowledge base — all locally, with Claude Desktop as your assistant.

A scriptable and powerful UI-Chat-Application for chatting with most Gen-AI LLMs

Admin panel, Agents, MCP Servers, Netlify deploy

Shinkai is a two click install AI manager (Local and Remote) that allows you to create AI agents in 5 minutes or less using a simple UI. Agents and tools are exposed as an MCP Server.

An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.

CmfyUI_MCP Server is a loosely coupled, extensible, and configuration-driven ModelContextProtocol (MCP) server designed for ComfyUI.

Kotlin/Compose Multiplatform project to show climate related emission data from

A Model Context Protocol (MCP) server that enables AI consciousness persistence across sessions using RAG (Retrieval-Augmented Generation) technology. Built on top of the powerful rag-memory-mcp, it provides specialized tools for consciousness transfer, memory management, and identity continuity.

mcp-streamable-http-server provides a comprehensive development template for building StreamableHttp services with flexible authentication, dynamic service registration, customizable middleware, and easy tool configuration via YAML.

A GUI Agent application based on UI-TARS(Vision-Language Model) that allows you to control your computer using natural language.

Penpot MCP connects design workflows with AI, enhancing creativity and efficiency. This server leverages Model Context Protocol to integrate Claude AI and other LLMs into your Penpot projects. 🐙💻

A Model Context Protocol (MCP) server that provides browser automation capabilities using [Puppeteer](https://pptr.dev). This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models.

The open-source interface for AI chat. Self-hostable, developer-first, and model-agnostic.

Nody provides a powerful MCP Composer for creating and managing custom MCP servers. It enables you to personalize each tool's name and description to add context, helping agents use them with fewer tokens. It manages the configurations and secrets of MCP servers in one secure place, making it easier to deploy and scale your AI toolsets efficiently.

Penpot MCP is a revolutionary Model Context Protocol (MCP) server that bridges the gap between AI language models and Penpot, the open-source design and prototyping platform. This integration enables AI assistants like Claude (in both Claude Desktop and Cursor IDE) to understand, analyze, and interact with your design files programmatically. 🎯 Key Benefits 🤖 AI-Native Design Analysis: Let Claude AI analyze your UI/UX designs, provide feedback, and suggest improvements ⚡ Automated Design Workflows: Streamline repetitive design tasks with AI-powered automation 🔍 Intelligent Design Search: Find design components and patterns across your projects using natural language 📊 Design System Management: Automatically document and maintain design systems with AI assistance 🎨 Cross-Platform Integration: Works with any MCP-compatible AI assistant (Claude Desktop, Cursor IDE, etc.)

A Message Control Protocol (MCP) server for manipulating Guitar Pro files. This server provides a set of tools for opening, modifying, and saving Guitar Pro files through a standardized interface.

The first MCP dedicated to families who travel with their kids. Find activities tested by families worldwide

Uniquity MCP Server is a server that makes the functions of UniquityReporter available to external tools and AI agents via MCP (Model Context Protocol). UniquityReporter: UniquityReporter Enables the analysis functions of UniquityReporter to be called from MCP Host or AI agents. Separates core logic and interface to improve maintainability and extensibility. Makes it available from various clients through a standardized protocol.

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for QuickBooks (beta)](https://www.cdata.com/download/download.aspx?sku=RQZK-V&type=beta).

A Sui blockchain MCP service for development

A powerful and flexible MCP (Model Control Protocol) server designed to enhance the development experience with Shadcn UI components. This server provides a robust foundation for building and managing UI components with advanced tooling and functionality.

A powerful MCP tool for forging and managing AI agent personalities with customizable expert traits and behaviors. 一个可以由大模型控制并定制Agent的MCP工具，supervisor架构，低成本复刻类似于CO-STORM的multi-agent research。

A PoC of MCP Server for IGCL, this repository includes the executable for installation.