> 916 MCP Apps & UI Servers
// Browse interactive MCP tools for Claude, ChatGPT, and other AI clients
An MCP App is an MCP server that returns a user interface along with its tool results, so the chart, map or editor appears inside the conversation instead of as text. Claude, ChatGPT, VS Code and Goose support MCP Apps. New to this? Start with the Claude Desktop setup guide.
Open-source agent host with MCP tools and marketplace support
Context7 administration server with an embedded teamspace console for viewing usage and spend, libraries and benchmarks, and Docs7 and Ask sites through app-only data tools
Official Microsoft Playwright MCP with accessibility snapshots for browser automation
Connect and unify data across platforms with AI
Official A2UI community sample with an embedded Kanban board opened through an MCP App tool for viewing and managing work across interactive columns and cards
Community server for concise Figma layout, style and asset context
Connect with 2,500 APIs with 8,000+ prebuilt tools
Official tools server for web search, scraping, parsing, crawling, mapping and monitoring
Official draw.io integration with inline MCP Apps previews and editable diagram output
GitHub's official MCP Server for repository management
Visual testing and debugging tool for MCP servers with interactive web UI
Official SolidJS example for building reactive MCP Apps with a linked ui:// resource
Official Google Chrome DevTools MCP for browser debugging and inspection
Interactive 3D globe viewer using CesiumJS for geospatial visualization
Interactive 3D scene renderer with Three.js for stunning visualizations
Real-time GLSL shader renderer for creative visual effects
Customer retention heatmap for analyzing user cohorts over time
SaaS business projections and financial scenario modeling
Interactive budget allocation tool for financial planning
Scatter chart with clustering for customer segmentation analysis
Wikipedia link graph visualization for knowledge exploration
Interactive PDF viewer with chunked loading for large documents
Binary video streaming via MCP resources for media playback
ABC notation to sheet music converter and viewer
Text-to-speech demo for voice synthesis
Real-time OS metrics dashboard for system monitoring
Live speech transcription for real-time audio-to-text
QR code generator for creating scannable codes
React starter template for building MCP Apps with interactive UI components
Vue.js starter template for building MCP Apps with reactive UI
Svelte starter template for lightweight MCP Apps development
Preact starter for fast, small MCP Apps with full React compatibility
Vanilla JavaScript starter for framework-free MCP Apps development
Supabase database, auth, and edge functions integration
Local coding server with an optional embedded tool card that summarizes workspace orientation, source changes, files, diffs, metrics, and handoff results from its repository tools
Browser automation and web scraping with Puppeteer
Deploy and configure Workers, KV, R2, D1 on Cloudflare
MCP server implementation for Notion API
Gradient and palette generator with an embedded palette view linked to its show_palettes tool for exploring named color seeds, styles, step counts, angles, and generated color credits
Unity Editor MCP plugin with a local Node bridge, scene and asset automation tools, and an embedded ui:// dashboard
System-design simulator with an embedded editable canvas that models architectures under load and reports measured latency, throughput, bottlenecks, and failure behavior
AWS MCP servers for comprehensive service integration
Stripe API integration for transactions
UI over MCP - Create next-gen UI experiences with the protocol and SDK
PostgreSQL database integration with schema inspection
Figma context for Cursor with simplified layout and styling information
Official Terraform MCP with provider discovery for infrastructure as code
Docker container management and orchestration
Official hosted and local tools server for speech, sound, music and voice workflows
Embeddings, vector search, document storage with open-source AI database
Browser monitoring with Chrome extension for screenshots, console logs, and DOM inspection
Powerful Kubernetes MCP with OpenShift support for container orchestration
LlamaIndex data framework for LLM applications
Search engine made for AIs with semantic search
Slack server with Stdio and SSE transports for messaging
Connect AI to Jupyter Notebooks for real-time data science workflows
Search dashboards, investigate incidents and query datasources
Interactive Grafana dashboards for monitoring and observability visualization
Comprehensive TypeScript framework for building MCP applications with UI widgets
Access key Azure services like Azure Storage, Cosmos DB, CLI
SQLite database operations with built-in analysis features
Real-time web research via Sonar API
File access and search capabilities for Google Drive
Unified middleware MCP server manager with GUI for managing all your MCP connections
Rich geospatial data explorer with Cesium 3D globe and Leaflet 2D fallback
MongoDB Community Server and Atlas database support
Graph database with schema exploration and Cypher queries
Search engine for AI agents with web research capabilities
Retrieving and analyzing issues from Sentry.io
Securely interact with Jira work items
Bridge for AI assistants to control Unity Editor with scene, asset, and script management
Graph database visualization with schema diagrams and Cypher query results
6,000+ pre-built cloud tools to extract data from websites
Deploy code to Google Cloud Run and manage GCP services
Vector search engine for memory management and semantic search
Pinecone vector database for AI applications
Binance crypto exchange integration
Claude AI control of Jupyter Notebooks for code execution and visualization
Live Excalidraw canvas controlled by AI agents with real-time sync via WebSocket
OpenAI image generation with DALL-E 2/3 and GPT-Image-1 support
Container management interface with natural language for deployment and monitoring
Cloud browser automation for web navigation and data extraction
Official Redis MCP Server for data management and search
Code security analysis and vulnerability scanning
Web-based management and monitoring interface for multiple MCP servers with real-time updates
AI-powered SVG generation and editing with text-to-SVG and image-to-SVG conversion
PowerPoint manipulation with 34 tools across 11 modules and 25 professional templates
Persistent memory for Claude through local knowledge graph with multiple databases
Search, Query and interact with data in Milvus Vector Database
Search, create, and update Linear issues, projects, and comments
MCP server for interacting with Auth0 tenant, applications, forms, logs
Connect, manage, and interact with HubSpot CRM data
Media upload, transformation, AI analysis, and management with visual preview
Official preview server for pushing and broadcasting messages, reading profiles and managing rich menus through the LINE Messaging API
Query your ClickHouse database server
Interact with Neon serverless Postgres platform
Enable AI Agents to fix build failures from CircleCI
Interact & query with Meilisearch for full-text & semantic search
Atlassian Confluence wiki and documentation integration
Turn Make scenarios into callable tools for AI assistants
Obsidian vault integration for markdown notes
PayPal Agent Toolkit for payment integration
Official CoinGecko API MCP Server for Crypto Price & Market Data
Unity Editor and game development tools integration
PostHog product analytics and feature flags
PyTorch deep learning framework
Aider AI pair programming in terminal
Generate charts via QuickChart.io with bar, line, pie, radar, and speedometer support
Run live Excalidraw canvas and watch AI agents create diagrams in real-time
Terminal emulator giving LLMs shared view of your terminal session for debugging
FFmpeg-powered video and audio editing with format conversion, trimming, and effects
Production-ready PDF processing with 5-10x faster parallel processing
Data analysis workflows with preprocessing, feature engineering, and visualization
Discover, extract, and interact with the web through one interface
Generate 3D models from text descriptions with multi-view reconstruction and parametric export
Local AI image generation on Mac using Stable Diffusion on Apple Silicon
Excel manipulation with instant feedback and 34 tools for interactive workflows
Microsoft TypeAgent memory server with a compact embedded preview for grounded answers, supporting evidence, modules, warnings, and expandable memory sections
Next-generation browser automation platform for AI agents
Create AI-powered presentations and PowerPoints with natural language
Build modern production-ready UI blocks, components, and landing pages
Photoshop-level SVG graphics generation with layers, animations, and export
AI image generation using Google's Gemini Flash models with intelligent filenames
Interactive D3.js visualization of MCP knowledge graphs with force-directed layout
Natural language Excel interaction with reading, analyzing, and visualizing capabilities
CodeMirror 6 extension with MCP autocomplete, hover tooltips, and syntax highlighting
FLUJO internal Bash server with an embedded interactive PTY terminal backed by app-scoped tools for opening, reading, writing, resizing, listing, and closing terminal sessions
Browser automation via LLM with Browser Use library
Interact with Heroku Platform for managing apps, add-ons, dynos
Query your data in Elasticsearch
MySQL database integration and queries
Read and write access to Airtable databases
Snowflake database read/write operations
Query and analyze data, alerts, dashboards in Honeycomb
Postman API interaction and testing
Asana project and task management integration
Interact with Monday.com boards, items, accounts and work forms
SendGrid email delivery integration
WooCommerce store and product management
Trade stocks and options, analyze market data through Alpaca Trading API
Connects AI agents with CrowdStrike Falcon platform
Manage WordPress sites for post creation, media, and plugin management
Connect to Cal.com API to schedule and manage bookings
Cloudinary's media upload, transformation, AI analysis, management
Apache Airflow workflow management
Metabase open source BI and analytics
Business intelligence charts with data transformation and high-quality visualizations
Persistent shell environments with full TTY support and interactive program handling
Community tools server for generating Mermaid diagrams
PDF processing with text, images, annotations extraction and visual preview
Real-time weather data with interactive visualizations using Open-Meteo API
Complete Chart.js MCP server with 8 chart types and dual output formats (PNG/HTML)
Image generation using Replicate's Flux model for high-quality AI art
WordPress Studio MCP runtime with an embedded design-options picker that shows generated site previews under the tool call and sends the selected design back to the conversation
DigitalOcean app platform and droplet management
DuckDB database integration for analytics
Google BigQuery integration for analytics
Predict anything with Chronulus AI forecasting and prediction agents
Exposing Buildkite data (pipelines, builds, jobs, tests) to AI
Typesense search engine integration
Trello board and card management
Todoist task management integration
Interact with Box Intelligent Content Management platform
Interact with Mailgun API for email delivery
MCP Server that connects AI agents to Chargebee platform
Mercado Pago's official MCP server for payments
Scan projects using GitGuardian's API with 500+ secret detectors
Interact with your content on the Contentful platform
Official Espressif MCP Server to Control and Manage IoT Devices
Arduino board programming and control
Generate visual charts using AntV library
Query and analyze Axiom logs, traces, and event data in natural language
Continuous delivery platform with feature flags as a service
dbt data transformation and analytics engineering
Looker business intelligence and analytics
Observable data visualization and notebooks
Palantir Foundry data platform
MCP Server extension for connecting AI clients to Burp Suite
Transform natural language into interactive data visualizations using DuckDB
Create custom forms, dashboards, and charts with glassmorphism interface
Kubernetes MCP integrated with Open-WebUI for DevOps and non-technical teams
Data visualization notebooks with D3.js and interactive exploration
Mermaid diagram rendering with live reload and multiple export formats
Direct access to iTerm terminal sessions for reading output and sending commands
Control audio playback on your computer with play, pause, and list capabilities
Comprehensive weather data with forecasts, air quality, and visual maps
Online form builder with drag-drop interface and response visualization
Connect to Cartesia voice platform for text-to-speech and voice cloning
Interface with multiple blockchains, staking, DeFi, swap, bridging
Directus CMS and API interaction
Doppler secrets management and environment variables
Send product and customer messaging across multiple channels
Amazon Translate neural machine translation
Canvas drawing capabilities for AI assistants to create and manipulate visual content
Generate images using Amazon Nova Canvas with text prompts
Audio input/output capabilities including microphone recording and speaker playback
Microsoft Copilot Studio kit with embedded agent review, component map, review browser, debugger, and evaluation-builder apps connected to its inspection and testing tools
Interact with data stored in Couchbase clusters
Zendesk ticket management and customer support
Brings Contrast's vulnerability and SCA data to coding agents
BRep CAD toolkit with an embedded interactive 3D viewport linked to its geometry tools for inspecting generated models in MCP Apps and ChatGPT hosts
Standard interface for managing and querying MariaDB databases
Ghost CMS blog posting and management
Convert Markdown to HTML for rendering formatted text in web pages and apps
Storyblok component and content management
Accesses PubNub SDK documentation via CLI
Official Mapbox server with geocoding, routing, offline geospatial calculations and live interactive maps rendered through MCP Apps
JavaFX canvas for LLMs to programmatically create drawings and visualizations
Defold game engine integration for 2D games
Community tools server for generating ECharts output
Discord operations server with an embedded blueprint preview for reviewing guild changes, member access, cited conversations, workflow progress, and deployment evidence
Go-to-market toolkit with embedded call-preparation briefs, debrief scorecards, and follow-up action plans connected to its sales workflow tools
Community server for generating 2D and 3D game asset files with Hugging Face models
Official stdio server for text and document translation, rephrasing, glossaries and style-rule lookup with the DeepL API
Turn TypeScript methods into MCP tools, CLI commands, web interfaces, and embedded app UI from one capability definition
Community tools server for saving Vega-Lite specifications and rasterizing PNG charts
Hand-drawn diagram engine with an embedded viewer connected to sketch, render, export, and layout tools for interactive, overlap-free technical diagrams
Create playable sheet music, Strudel live-coding patterns, visual performances, and collaborative music sessions inside chat
Feed reader with an embedded interactive entry card for browsing articles, opening excerpts, and updating starred or read state from the show_entries tool
Investment-management platform with a shared embedded dashboard renderer for portfolio, company, financial-statement, and limited-partner views
EasyEDA Pro server with an embedded read-only project review for inspecting schematic and PCB context, ERC and DRC findings, BOM information, board analysis, and manufacturing readiness
Community Telegram MTProto gateway with eight tools, multi-tenant HTTP mode, and stdio support
Official remote server for querying and controlling authorized Aqara homes
Media feed server with an authenticated embedded player for rendering selected audio and video items from feed tokens inside compatible conversations
AI-powered Inkscape automation for creating, editing, layering, animating, and exporting SVG files through 60+ vector operations
Build interactive dashboards and charts from structured data directly inside MCP Apps-compatible AI clients
AutoHotkey v2 development server with an embedded analytics dashboard linked to its analytics tool for inspecting usage and diagnostics inside compatible hosts
Playwright automation server with an embedded browser dashboard for previewing the current page and explicitly selecting among open tabs
1C Enterprise OData server with an embedded settlements view for comparing debtor and creditor balances by aging period without sending business data to external pages
Read-only IBM Db2 for i server with an embedded sortable result grid and chart view for execute_query, profile_table, and configured business SQL tools
Validate and render D2 diagrams as PNG, SVG, or ASCII with an optional inline pan-and-zoom viewer
FFmpeg-powered multimedia toolkit with embedded conversion, job, queue, media-inspection, planning, workflow, and error views connected to its processing tools
Generate slide decks from natural language, preview them interactively, and export to PDF, PPTX, or Markdown inside an MCP Apps host
Circuit prototyping toolkit with an embedded board image and a direct link for opening the generated project in the interactive Perfboard Designer
Mermaid server with an embedded live editor and renderer for creating, revising, previewing, and exporting diagrams directly from tool results
RingCentral App Connect server with an embedded connector-selection widget backed by its public connector discovery tool
Community server for listing and reading Magic UI component source over stdio or HTTP from a local checkout
Community stdio server that opens Matplotlib chart windows locally and saves relationship graphs, scatter plots, heatmaps and 3D plots as PNG files
Recipe-to-cart grocery server with an embedded product picker for comparing candidate items before adding ingredients to a Nemlig.com cart
Official Hunter server with embedded company-discovery and company-enrichment views for exploring matching organizations and structured firmographic results
Agentic storefront with an embedded shopping and checkout flow that enforces wallet-based age, identity, loyalty, or payment credential proofs
Manage Kanban projects, sprints, and tasks through scoped MCP tools with inline board and task views
Interactive PDF presentation app where audience comments flow across the slides in real time from their phones
Disability insurance server with an interactive estimate card for configuring coverage options, checking discounts, and requesting advisor quotes
On-chain agent commerce server with embedded balance, readiness, position, pricing, transfer, protocol-operation, swap, NFT, and agent-registry cards
Search live product offers across retailers and browse results in an interactive storefront inside supported hosts
Serendie design-system server with an embedded component-detail preview that presents live samples, properties, usage examples, and implementation code
ADHD-focused productivity connector with embedded dashboards for notes, action items, task planning, and AI-assisted prioritization
Create, edit, run, and inspect small Three.js games in a bundled interactive editor delivered through MCP Apps
Open-source design tool with an embedded completion card that shows a generated file's name and summary and lets the user open it directly in Morfa
Structured thinking server with an embedded interactive issue tree that visualizes root problems and their progressively refined sub-issues
Invoice management service with embedded workspace and invoice views linked to tools for creating, reviewing, and managing billing records
Engagement-planning capability with an embedded trip map that visualizes routes, scheduling conflicts, and return-on-investment data from its itinerary-building tool
Community server for rendering Mermaid code as SVG, PNG and PDF
Community macOS server for reading, editing, redesigning, and exporting Keynote presentations through JXA
Interactive Ghidra reverse-engineering views for decompiling, renaming, and navigating symbols without leaving the AI conversation
Situation-aware meme editor that opens five captioned candidates in an interactive UI for editing and export
WHOOP health and fitness data relay with an interactive recovery, sleep, and strain dashboard rendered inside the chat
Render interactive tab sets, tables, charts, forms, video clips, and collapsible cards inline in MCP Apps-compatible conversations
Multi-source search and scraping server with an inline picker UI for selecting and delving into results
Interactive tarot card-selection and reading table delivered as an MCP App with multilingual spreads
Gmail MCP server with inline inbox, composer, PDF signing, and account settings React apps
Automox endpoint-management server with inline compliance, patch approval, blast-radius, remediation, and access-review UIs
Interactive regulatory reference diagrams with clickable CFR text rendered inline through MCP Apps
LEGO-style model builder with an inline interactive 3D canvas viewer for orbiting, zooming, and refreshing builds
Wolfram MCP servers with embedded notebook and Wolfram Alpha result viewers negotiated through the MCP Apps extension
Inline dashboard, agent-detail, and live event-stream views for coordinating coding CLI sessions
Demo MCP server with drag-and-drop list sorting, flame graphs, feature flags, and greeting UIs
Stateless interactive report and human-in-the-loop survey builder delivered through the MCP Apps extension
Persistent MCP Apps engine with a writable app registry, versioned shared data, and a built-in app store
Local-first project coordination server with an inline read-only status view for health, activity, and operations briefs
Cloudflare-hosted calculator widget with bidirectional MCP Apps communication and a stateful chat-embedded UI
Five runnable MCP Apps covering UI5 project views, integration cards, lint findings, and SAP transport workflows
Rijksmuseum research server with an inline OpenSeadragon artwork viewer, region navigation, and collection exploration
Azure Functions samples with interactive weather, greeting, and live snippet dashboard views delivered through MCP Apps
MCP Apps sample servers for expense filing, field dispatch, insurance claims, training, CRM, and ITSM workflows
Local Outlook server with inline inbox, mail reader, calendar agenda, contacts, and task-management views
Interactive React and Chart.js MCP App with switchable bar, line, pie, and doughnut visualizations
Read-only project status card and fullscreen Kanban board delivered inside conversations from durable project state
Interactive product release feed with a card timeline, cursor pagination, source links, and follow-up actions inside MCP Apps hosts
Patent Trial and Appeal Board research server with filterable result cards and an interactive recent-downloads panel
Notion server with an interactive data source explorer and a page-reading and block-editing workbench
Official dbt MCP server with self-contained interactive data apps delivered from linked UI resources
Official Firebase MCP visual interface for configuring and initializing Firebase projects inside supported conversations
Google Kubernetes Engine server with interactive Cloud Monitoring time-series charts and app-driven metric queries
Linux operations server with a negotiated read-only script execution interface delivered as an MCP App
Interactive robotics viewer for streaming ROS 2 images, PointCloud2 data, and live field plots inside MCP Apps hosts
Health data server with interactive factual charts, evidence coverage, export receipts, and an iPhone pairing QR view
FHIR server with an interactive resource explorer and patient chart review dashboard for clinical records, vitals, and labs
CAD modeling server with an embedded interactive 3D viewport for inspecting generated geometry inside MCP Apps hosts
Embedded cryptocurrency charts with candlestick prices, selectable time ranges, and metric overlays served by the Sanbase MCP backend
Live Phish recording archive with in-chat show cards, full setlists, playlist views, and audio-track widgets
Local PII anonymization server with an in-chat human review panel and a guided model-install interface
Mobile testing MCP server with an inline device screenshot viewer and a host-mediated link to the live device
Memory and records server with an embedded event timeline and per-turn status cards delivered as MCP App resources
Git hooks and project linting server with an interactive run dashboard for status, diagnostics, logs, and patch review
Local-first meeting and voice-memo server with an embedded dashboard, searchable meeting views, and a detail viewer
DOCX editing server with an interactive embedded Markdown view for reading document content alongside tracked-change workflows
Cloudflare-hosted MCP example with an interactive monitoring panel whose refreshes visualize which backend instance responds
Streamable Excalidraw canvas for rendering hand-drawn diagrams, preserving editable checkpoints, and creating shareable views inside MCP Apps hosts
Schema-driven generative UI renderer that exposes catalog-specific render tools with linked interactive app resources
Live markets and payments server with an interactive Polymarket order preview plus wallet balance and top-up panels
ERPNext operations server with embedded invoice, stock, document, chart, KPI, funnel, and Kanban viewers
Semantic-layer query server with interactive Vega-Lite bar, line, area, scatter, and point charts rendered from tool results
Figma design-system server with an interactive token browser and a scored design-system health dashboard
Interactive CesiumJS code-generation app that executes generated globe code and displays the result inside supported MCP hosts
PDF processing server with an embedded viewer for opening, analyzing, comparing, extracting, and reviewing document results
Gift-card and bill-payment server with a secure app-only connection card that keeps API-key entry outside model context
Human-capital management server with an interactive record-search view linked to its MCP search tool
Product-research MCP server with an interactive comparison brief showing ranked finalists, provenance links, sponsorship labels, rejected offers, and store coverage
Mobile automation server with embedded screenshot viewer, page-source inspector, and locator-generator interfaces linked to Appium tools
Live video-evidence workspace for reviewing frames, tracking observations, approving corrections, and deciding whether watched work actually succeeded
Interactive reMarkable page viewer with document navigation plus optional drawing and page-authoring controls for writable tablet connections
Video indexing server with an embedded workspace for upload progress and evidence review, including structured video artifacts and search results
Azure Functions sample whose weather tool opens an interactive current-weather widget backed by Open-Meteo data
Schema-validated generative UI renderer that turns allowlisted JSONX payloads into interactive React interfaces and reports compact interaction summaries
Interactive blue-team interfaces for Elastic Security alert triage, attack discovery, detection rules, case management, sample data, and threat hunting
Memory server with embedded guided-save, space-selection, file-upload, and interactive memory-graph views delivered from one MCP App resource
Git workspace and code-review interfaces showing stacks, branches, commits, pull requests, merge requests, and periodically refreshed CI status
Opt-in NotebookLM file-transfer app with an embedded multi-file picker, single-use upload URLs, and automatic upload confirmation
Embedded workflow run inspector that presents Dagu run status, execution steps, and logs for read and run-control tool results
Interactive visual Mushaf page renderer backed by canonical Quran text, translations, tafsir, and structured verse data
Lightdash metric-query server with an embedded chart renderer that turns structured query results into interactive visualizations
TrainingPeaks server with embedded performance-management charts, weekly summary cards, and structured workout viewers
Agentic analytics server with embedded visualization and artifact viewers for charts, dashboards, and slide presentations
Read-only memory inspector for reviewing recalled context, provenance, safety information, and correction, forgetting, or scoping follow-ups
World Bank Data360 server with a self-contained Vega-Lite indicator chart viewer and interactive choice cards for steering data exploration
n8n workflow server with embedded operation-result summaries for create, update, delete, test, and autofix actions plus validation dashboards
Travel-intelligence ingestion workspace for managing research jobs, source attachments, validation, live diffs, approvals, and publishing
TomTom location server with embedded interactive maps for search, routing, traffic, reachable ranges, EV planning, and custom geospatial overlays
Garmin Connect app with embedded views for steps, heart rate, sleep, stress, training readiness, recovery, activities, and workouts
Markdown publishing tool with an embedded result app for previewing the generated page and opening or copying its shareable URL
Metropolitan Museum of Art discovery server with embedded collection explorer and object-detail views for browsing artwork results
Data analytics plugin server with embedded table, chart, and artifact viewers for presenting structured analysis outputs inside the host
Autodesk Platform Services example with an embedded interactive design viewer linked to project and design discovery tools
Ren'Py game-development server with an embedded studio for navigating projects, scripts, assets, and synchronized editing context
Dynatrace observability server with an embedded DQL results viewer for exploring structured query output directly in the conversation
Task management server with an embedded widget for listing, creating, editing, starring, reordering, and deleting personal tasks
Local AI co-writing workspace with an embedded canvas that opens inside the host and synchronizes structured writing context
Brave Search server with embedded result interfaces for web, local, image, video, news, and LLM-context searches
Magic: The Gathering discovery server with an embedded card viewer linked to individual Scryfall card lookups
Multi-model debugging server with embedded interfaces for comparing responses, running debates and votes, and reviewing usage statistics
Cloudflare Workers example that links a time tool to a self-contained embedded MCP App built with Hono
Computer-use testing server with an embedded screenshot viewer attached to browser actions, element finding, checks, and test results
Canvas learning-management server with embedded course-structure and institution-announcement views linked to LMS tools
Grocery shopping server with an embedded app view linked to product search, product detail, inventory, cart, and shopping-list tools
Elastic observability server with embedded views for APM health, dependencies, anomalies, Kubernetes blast radius, alerts, and investigations
Lichess server with embedded chess interfaces for playing puzzles, exploring openings, and reviewing PGN games
Experimental French IGN mapping server with an embedded interactive map for coordinates, zoom levels, layers, and custom annotations
Google Gemini server with embedded viewers for generated and edited images, videos, SVG graphics, and landing pages
Swiss accounting server with embedded invoice previews, contact cards, and a dashboard for open invoices, overdue amounts, and recent contacts
Elastic dashboard-building server with embedded previews for dashboards, charts, metrics, and heatmaps created from analytical queries
Official Telnyx collection with embedded interfaces for voice monitoring, phone-number intelligence, and communications usage and cost exploration
VOICEVOX speech-synthesis server with an embedded audio player attached to synthesis and resynthesis tool results
Text-driven music composition server with an embedded MIDI preview app linked directly to generated song results
Agent Skills discovery server with embedded interfaces for browsing available skills and configuring skill directories and allowed sources
Microsoft Sentinel investigation project with embedded attack geospatial maps and sign-in heatmaps for visual security analysis
AI co-reading workspace for novels and manga with an embedded reading nest connected to session, source, and companion-comment tools
HTTP request tool with an embedded request-and-response viewer for inspecting URLs, headers, payloads, status, and returned content
Official Red Hat Lightspeed integration with embedded inventory and CVE dashboards linked to read-only Insights tools
Microsoft visualization server with an embedded interactive chart and configuration interface driven by simple editable Flint specifications
Swedish National Archives servers with embedded document and PDF viewers supporting page images, transcriptions, search, thumbnails, and structured overlays
Official Mapbox developer server with embedded GeoJSON and style previews plus a synchronized style-comparison interface
Official Brandfetch server with an embedded brand profile card for logos, colors, fonts, images, firmographics, and brand context
Markdown collection server with an embedded vault explorer for browsing files, reading notes, and exploring link graphs and related context
Generative interface server that turns natural-language descriptions into interactive HTML and JavaScript components rendered in a sandboxed MCP App viewer
HoloViz visualization server with embedded interactive charts, dashboards, streaming views, annotations, and app-mediated interactions
Pāli Tipiṭaka search server with an embedded bilingual sutta reader for aligned segments, translation follow-ups, pagination, and word lookup
Official JumpCloud CLI server with embedded organization dashboard, compliance snapshot, and approved recipe-runner interfaces
PCI and privacy architecture server with embedded encryption, token inspection, schema analysis, Relay configuration, and Function result interfaces
Music-analysis server with embedded notation, highlighted scores, voice-range charts, pitch distributions, n-gram heatmaps, and an audio excerpt player
Gmail server with embedded message-browser and message-detail interfaces linked to filtered listing and message retrieval tools
Official Azure multimodal image-search sample with an embedded viewer for image files returned from Azure AI Search and Blob Storage
Official ADPList mentor server with embedded mentor cards, availability picker, and session cards for finding and booking free mentorship
Official Magic Hour media-generation server with an embedded result interface for completed video, image, and audio projects
Plausible Analytics server with an embedded interactive chart for visualizing visitor, pageview, conversion, bounce-rate, and duration metrics
SVG creation and editing server with an embedded live document widget plus browsable SVG source and rendered PNG resources
Scientific solver with embedded interactive energy-correlation diagrams, simulated spectra, comparison charts, dashboards, and fitting views
Semantic data platform server with embedded query-results, prompt-browser, and platform-information apps bound to the tools they enhance
Official Todoist server with an embedded interactive task list for date-based results, pagination, task completion, and Todoist deep links
TailwindPlus component server with an embedded viewer that renders visual previews returned by component lookup tools
Stormwater modeling server with embedded model-upload and Plotly visualization interfaces for networks, outputs, maps, and rainfall
Google Workspace server with embedded tool-management and data dashboards for Gmail, Drive, Docs, Calendar, and other service results
Photo-library server with an embedded gallery linked to library indexing and session-based browsing tools
KiCad engineering server with an embedded SVG viewer for circuit paths and highlighted PCB connections
Image-generation server with embedded image viewer and browsable gallery apps connected to viewing, gallery, and editing tools
Chess knowledge server with embedded interactive board and PGN viewers for positions, move navigation, and game analysis
React Native Metro debugging server with an embedded searchable Redux state-tree inspector and path copying
Official SAS Viya analytics server with embedded data-grid, import-preview, SAS-log, term-editor, and term-tree views bound to supported tools
Career platform server with embedded interactive cards for job search results, portfolios, and downloadable resume versions
Natural-language geospatial filter server with an embedded OpenStreetMap interface for visualizing parsed locations and spatial relationships
OpenRouter media server with an embedded image view that renders generated and edited image results inside MCP Apps hosts
Coding-agent orchestration server with embedded token-savings dashboard, plan task board, and live session topology map
Legal citation-validation server with an embedded interactive results panel for matched opinions, name mismatches, ambiguous reporters, and invalid citations
USPTO research server with embedded patent search, XML, family, recent-downloads, and user-management interfaces linked to patent tools
Street-network analysis server with an embedded Leaflet map for graph, route, and isochrone results
Python visualization server with an embedded display surface for inspecting charts, data frames, and interactive data-app outputs
Healthcare interoperability review server with an embedded chart-review workspace for inspecting evidence, configuration, conflicts, and proposed changes
German water-level data server with an embedded OpenStreetMap station map linked to its station-discovery tool
Code-dependency analysis server with an embedded interactive arc diagram for visualizing repository relationships during refactoring
Swiss legal-research server with optional embedded law and decision search interfaces for reviewing results, citations, and full text
Elastic operations plugin with embedded cluster, search, observability, security, and administration interfaces bound to its MCP tools
Offline agent-memory server with an embedded interactive graph viewer for exploring stored memories and their relationships
Agent-orchestration server with a source-bound interactive hello widget plus reusable inline HTML and React component rendering tools
MSP360 operations server with embedded RMM fleet and backup-monitoring dashboards linked to managed-device tools
NOAA ocean-data server with an embedded conditions card for reviewing live buoy observations and coastal measurements
Python data-app server with an embedded live display for showing Panel visualizations and applications inside MCP Apps hosts
Official Apollo GraphQL server with embedded apps whose entry-point tools execute GraphQL operations and inject structured results into their linked interfaces
Datawrapper chart server with embedded Prefab interfaces for creating, updating, publishing, and reviewing chart results
Pliant workflow server with embedded spend-policy controls and callback-diagnostics dashboards bound to its testing tools
Knowledge-management server with an embedded interactive concept-map explorer linked directly to its map-generation tool
Coding workspace server with embedded setup, chat, user-question, approval, and diff-review interfaces linked to its development tools
Scientific data-hub server with an embedded interactive run-report view for processed samples, files, images, spectra, and experiment results
Travel-planning server with an embedded interactive results interface for flights, hotels, rooms, booking options, and route searches
Media discovery and request server with an embedded results interface linked to its movie and television search tools
CSV analysis server with an embedded interactive chart viewer bound to its chart-rendering tool and data resource
AI memory hub with embedded recall, review-queue, stash-browser, team, market, and system-status interfaces bound to its operational tools
Avatar-generation server with an embedded interactive 3D model viewer for rotating and inspecting generated characters inside MCP Apps hosts
Agent-behavior server with embedded memory cards and Prefab dashboards for recall, memory lists, SDLC digests, and story tracking
Kubernetes operations server with an embedded live dashboard for selecting pods and monitoring their CPU and memory usage
University-planning server with embedded profile stages, dashboard, university basket, and account interfaces linked to its guidance tools
Agent-policy kernel with an embedded constitutional-health widget for reviewing floor status, telemetry, witness alignment, and verdicts
Personal portfolio server with embedded profile, skills radar, technology chart, and project gallery interfaces bound to its profile tools
Official NVIDIA design-system server with embedded example previews, searchable icon browsing, and interactive design-token exploration
Atmosphere JVM server sample with an embedded live clock, host-to-app theme control, and app-to-server version lookup
R framework for serving Shiny interfaces as MCP Apps with linked tool metadata, ui resources, structured outputs, and host integration
Convex database server with embedded schema browser, metrics dashboard, ER diagram, dependency map, heatmap, drift report, conflict analysis, and scheduled-functions board
Global-intelligence platform with embedded country-risk, world-brief, market-radar, chokepoint, conflict, disaster, news, prediction-market, and forecast interfaces
Generative art workspace with an embedded interactive canvas connected to its MCP creation and editing tools
CAD automation server with embedded drawing, layer, block, and export interfaces generated from tool results for supported CAD workflows
TeslaMate analytics server with embedded charging-curve, battery-degradation, and drive-route visualizations bound to vehicle-data tools
Oil-and-gas analytics server with an embedded interactive map for rendering validated and hydrated asset, well, and deal data
Voice-AI server with an embedded speech player that decodes synthesized audio and provides playback, download, provider, model, and duration details
Local transcription server with an embedded recent-meetings interface for browsing recordings, transcripts, and audio from the capture library
Cloud-browser server with an embedded live session viewer linked to browser creation and app-only inspection tools
OBS Studio control server with MCP-UI resources for live status, scene previews, audio mixing, and screenshot galleries
Article-publishing server with embedded draft generation, review, change-request, and publishing interfaces linked to its editorial workflow tools
Knowledge-base server with an embedded portal for listing, searching, reading, and updating records through linked MCP App tools
Webcomic server with an embedded reader for opening comic pages and browsing its archive inside an MCP Apps host
Cryptocurrency trading server with embedded order and cancellation confirmation interfaces for reviewing sensitive actions before execution
GitHub Copilot metrics server with an embedded interactive dashboard for enterprise and organization usage, completions, chat activity, and active users
Travel-planning server with an embedded itinerary card for organizing destinations, places, and day-by-day trip plans
Paprika integration with embedded recipe-browser and weekly meal-planner interfaces linked to recipe search and meal-plan tools
Quality-assurance server with embedded home and test-run result interfaces for accessibility, visual-regression, and automated testing workflows
NinjaOne operations server with an embedded alert card for reviewing RMM alerts and related device-management details
Open-data router with embedded discovery, table, map, time-series, vulnerability, entity-graph, museum, molecular, news-tone, and trade-flow interfaces
ElevenLabs server with an embedded audio player for local playback, speech generation, sound effects, and music creation
Reference server with embedded forms, maps, charts, games, drawing, kanban, weather, 3D, and display-mode widgets
Repository-security server with an embedded compliance dashboard for reviewing profile evaluations, rule status, and historical results
Scientific-figure server with an embedded canvas for moving labels and legends, adjusting typography and strokes, running preflight checks, and exporting artwork
C# MCP server with embedded PDF navigation and annotation, Three.js scenes, and live time interfaces linked to its tools
Data-room server with embedded dashboard, wiki browser, and Cytoscape knowledge-graph interfaces for exploring room content
Authenticated Microsoft 365 server with embedded Fluent UI views for browsing the agent registry, visualizing its landscape, and reviewing risky agents
Game server that delivers self-contained interactive 2048, Sudoku, Minesweeper, and Pacman apps to compatible MCP hosts
SEP-1865 demonstration server with embedded counter, weather, notes, and chat widgets covering tool calls, resource reads, links, and messages
OpenReplay server with embedded session lists, replay playback, funnels, user journeys, web vitals, and interactive analytics charts
Midday finance server with an embedded invoice preview linked to invoice retrieval, creation, draft editing, and tracked-time invoicing tools
Cap screen-recording server with an embedded recording card for reading video context and presenting shareable recording details
tldraw server with an embedded persistent infinite canvas that agents and users can inspect, edit, search, and export together
Software-architecture server with an embedded interactive diagram for rendering, navigating, and examining live LikeC4 model views
Official Tableau server with embedded live workbook and view visualizations that support filtering, drill-down, hover, and in-place selection
Nao analytics agent with embedded story, chart, and map apps linked to data display, exploration, and analytical storytelling tools
eBay Sell API server with embedded table, detail-card, chart, and statistics views for orders, inventory, offers, disputes, traffic, and seller metrics
Runway API server with an embedded viewer for generated images and videos linked to generation, upscaling, transformation, and task-result tools
Scrive electronic-signature server with embedded PDF upload and signed-document download interfaces linked to document and draft workflows
Unovis chart server with an embedded interactive renderer for exploring generated chart specifications directly inside compatible MCP hosts
SceneView server with an embedded 3D viewer for public GLB, glTF, and 3MF models, including orbit controls, auto-rotation, and supported AR modes
Graphing-calculator server with an embedded editable graph for equations, sliders, pan and zoom, and interactive 3D rotation
Local-first scientific-figure library with an embedded candidate workbench for searching providers, paging verified previews, and selecting exact templates
Gene-annotation review server with an embedded dashboard of action counts, species coverage, review totals, bar charts, and summary cards
Bitcoin SV server with an embedded dashboard for explorer data, wallet balances, UTXOs, ordinals, and safeguarded sweep workflows
Workday Canvas Kit server with an embedded Storybook viewer for inspecting interactive component examples alongside documentation and sample code
Storybook's MCP addon with an embedded preview surface that renders component stories inline from structured tool results
Desktop Commander server with embedded file-preview and configuration-editor interfaces linked to file, directory, editing, and settings tools
OpenDesign server with an embedded interactive brief card for choosing artifact direction and confirming structured design requirements before generation
Atomic CRM server with an embedded task list for reviewing CRM work and marking individual tasks complete from inside a compatible MCP host
Semiotic visualization server with an embedded interactive chart preview linked to chart selection, validation, rendering, and accessibility guidance
Handwrytten server with embedded card browsing, handwriting preview, and basket-summary interfaces for preparing handwritten card orders
Fibrous-powered DeFi server with an embedded FibX interface for wallet status, balances, signing policy, route quotes, simulation, and user-confirmed swaps
PostHog server with embedded interfaces for queries, recordings, experiments, feature flags, surveys, traces, LLM costs, workflows, and product analytics
Agent-focused accounting server with embedded VAT review, receipt matching, pending-operation approval, bank connection, and SIE import interfaces
Human Design server with an embedded bodygraph panel linked to computed chart data, interactive chart access, and image fallbacks for non-App clients
Text-to-3D development server with an embedded asset viewer for inspecting saved models and downloading GLB or editable source bundles
Coding-workspace server with an embedded review card that presents combined file changes and diffs for user inspection inside the MCP conversation
Self-hosted podcast server with embedded playable episode, latest-release, catalog, and search-result cards generated from podcast metadata
Restaurant-information server with embedded photo-upload and gallery interfaces for adding images to a restaurant and browsing its saved photos
AWS sample server with embedded fleet browsing and booking-confirmation widgets for listing, reserving, viewing, and returning rental unicorns
GoHighLevel server with embedded CRM workspaces for contacts, leads, conversations, pipelines, calendars, campaigns, reviews, ads, billing, and agency operations
Cloudflare starter with an embedded calculator that supports direct arithmetic, keyboard input, and mouse interaction inside a compatible MCP host
Revit BIM server with an embedded clash viewer linked to model-clash detection so hosts can render interactive coordination results
ConnectWise Manage server with an embedded ticket card for reviewing normalized PSA ticket details and related service-management context
Datto RMM server with an embedded alert card for inspecting monitoring alerts, device context, priority, status, and resolution workflows
IT Glue server with an embedded document card that presents normalized documentation content and related metadata from document retrieval tools
AI service marketplace server with an optional embedded run viewer for live job progress and generated image, video, audio, table, and file outputs
OpenWeather server with an embedded forecast chart linked to its weather tool for visualizing location, units, daily conditions, and forecast ranges
Amazon Creators API server with an embedded affiliate-product preview for reviewing cards, grids, deal rows, and copy-ready HTML before publishing
ARC-AGI-3 control server with an embedded pixel-exact canvas for rendering authoritative game frames in inline, fullscreen, and picture-in-picture modes
Syncro MSP server with an embedded ticket card for reviewing support tickets, customer and contact context, comments, status, and due dates
Kaseya Autotask PSA server with an embedded ticket card for inspecting companies, assignees, status, priority, queues, notes, and service details
Official example collection with embedded widgets for tool results, messages, model context, server-tool calls, host theming, links, display modes, streaming input, and host metadata
Tabletop RPG helper with embedded 2D and 3D dice rollers plus interactive character sheets for Fallout and Warrior, Rogue & Mage play
ExamCooker server with an embedded study-resource interface for searching and opening courses, notes, past papers, syllabi, and module resources
Microsoft 365 Copilot playground with embedded host-capability and sprint-board widgets, including fullscreen behavior and widget-triggered task updates
MCP engineering example with an embedded service-health dashboard connected to current-status and refresh tools for interactive operational monitoring
Hugging Face workflow server with an embedded studio for discovering models and datasets, launching AutoTrain jobs, monitoring training, deploying inference, and chatting with models
Jira worklog server with embedded visual timesheet and schedule-calendar interfaces for reviewing logged time and planned work by date range
Terraform and cloud-architecture server with an embedded interactive diagram for inspecting resources, dependencies, configuration details, and before-and-after changes
UK geospatial server with embedded geography selection, boundary exploration, statistics, feature inspection, and route-planning interfaces backed by OS and ONS data
SPICE circuit server with an embedded interactive waveform plot connected to simulation-analysis tools for reviewing traces and selected ranges
Redmine server with embedded issue-triage, project-dashboard, and project-timeline workspaces for reviewing project delivery and acting on tickets
Autodesk Flow Production Tracking server with an embedded dashboard for inspecting ShotGrid projects, production entities, statuses, and pipeline data
Microsoft quantum-chemistry toolkit with embedded circuit, orbital-entanglement, molecule, wavefunction-orbital, and scatter-plot visualizers
European accounting server with embedded tax-preview, tax-submission, document-review, reconciliation, and ledger-explorer workbenches
Odoo ERP server with an embedded payment-registration form for selecting a journal, amount, date, and communication before executing the accounting action
Classic iPod synchronization server with embedded capacity, music-library statistics, and sync-result interfaces connected to device and library tools
Conversational video-creation server with an embedded Remotion player for compiling multi-file React compositions, previewing playback, and applying in-place edits
Rendering server with an embedded collapsible card for presenting user-visible intermediate reasoning with selectable style, effort, and visual skin
Laravel reading server with embedded trending-link and unread-queue interfaces offering bookmark, summarise, and start-reading actions
Personal-finance export server with an embedded validated chart viewer for report data, limited point sets, and an accessible table fallback
Coding-activity creature game with embedded card draws, catch and breeding results, hybrid artwork, energy status, and collection views
.NET agent harness with embedded Oratorio project-board, item-detail, and review-queue views linked to authorized workflow tools
Generative UI agent with an embedded renderer for turning prompts and backend data into PatternFly or Red Hat Design System components, tables, and charts
CopilotKit showcase server with embedded airline and hotel booking flows, an investment simulator, and a drag-and-drop Kanban board
O'Reilly course examples with embedded research-result exploration and a filterable CSV sales dashboard containing KPI, revenue, product, region, and channel views
MCP Apps extension sample server with embedded interactive dashboard and chess interfaces served as linked UI resources
Code-output server with an embedded compact source viewer offering verified line and character counts, one-click copy with a safe manual fallback, and bounded code presentation
Local coding-agent bridge with embedded cards for code, search, tree, diff, Git, shell, and context results, using bounded previews for large payloads
Tableau server with an embedded live dashboard that reports selected marks and visible state back to the model while supporting Tableau Public and authenticated Tableau Cloud
HoloViz server with embedded chart, dashboard, stream, crossfilter, EDA, statistics, time-series, and data-quality viewers for interactive Python analytics
Basecamp server with an embedded My Plate dashboard for overdue and due-today work, unread activity, upcoming load, waiting items, project breakdowns, and task completion
Kubernetes operations server with embedded pod, log, deployment, Helm, cluster, cost, event, network, and topology interfaces linked to live kubectl workflows
Google Calendar server with embedded day, week, month, agenda, event, RSVP, availability, account, color, and bulk-creation interfaces connected to calendar tools
Azure architecture server with an embedded interactive diagram for generating, rendering, and inspecting cloud designs returned by its diagram-building tools
Oh My Posh configuration server with embedded prompt previews and a searchable segment explorer for creating, modifying, loading, inspecting, and exporting terminal themes
Rakuten Ichiba search server with an embedded bilingual product list, image-aware result cards, and structured item data linked to product-search results
Agentic shopping server with an embedded product picker, shared cart editing, item details and reviews, plus a mock checkout flow with optional credential and payment demonstrations
PHP MCP Apps example with an embedded weather dashboard that renders structured city conditions and can call the weather tool again from inside the view
Android device-control server with an embedded health card summarizing battery level, RAM use, Wi-Fi status, and battery, memory, CPU, and network subsystems
Dark Go framework example with an embedded analytics dashboard for day, week, or month views of visitors, page views, and top-page metrics
Compact MCP Apps collection with embedded Kanban task management, interactive Tic-Tac-Toe, and hello-world views backed by app-callable tools
Dependency-light reference server with an embedded statistics bar chart verified across Claude, ChatGPT, and Grok custom connectors
Gram examples with an embedded Mermaid renderer for diagram source and a playground dashboard demonstrating deployable UI resources and structured tool data
Bilingual MCP Apps demonstration with an embedded SVG map, place markers, structured location data, and a UI-triggered directions tool
CityJS London conference companion with embedded schedule timeline, speaker grid, profile cards, and talk search rendered as themed widgets
OpenTelemetry investigation platform with embedded overview, service-topology, performance, trace-detail, and log-explorer applications backed by its MCP query tools
Kubernetes and OpenShift operations server with an embedded namespace list that renders cluster namespaces inside compatible MCP Apps hosts
Team artifact-sharing service with an embedded preview card for inspecting accessible artifacts and opening the full item in ArtifactShare
Reference retail commerce implementation with an embedded merchant experience for product recommendations, cart management, checkout, and order confirmation
Privacy-focused asset workflow with an embedded viewer for opening one cleaned image and presenting structured metadata with a text fallback
Official JustCall server with embedded call-list and call-detail interfaces for reviewing phone activity directly inside ChatGPT
Conversational task manager with embedded home, task list, creation form, and user-information widgets backed by create, list, update, and delete tools
Solana assistant with embedded Jupiter swap, SOL transfer-confirmation, and staking interfaces linked to wallet and token tools
NinjaOne device-management server with an embedded alert card that displays severity, status, device, organization, source, and creation time and can reset alerts
Interactive Todo application backed by D1 with embedded list, add, update, completion-toggle, and delete workflows exposed through MCP App tools
Playable Ping Pong widget from OpenAI Build Hours with solo and multiplayer modes, selectable CPU difficulty, match-stat reporting, and performance analysis
Brand-icon server with an embedded search-results grid that displays matching SVG thumbnails and links each result to retrieval and CDN URL tools
Filestash MCP filesystem integration with an embedded directory-listing widget linked to its ls tool alongside file read, navigation, move, create, and save operations
MCP Agent reference applications with embedded countdown timer and interactive coin-flip widgets that return structured content and callable UI resources
NLWeb reference integration with embedded Schema.org result lists and visualization widgets for charts, maps, and other structured search responses
Self-hosted team wiki with embedded page-reader and search-result interfaces served in both MCP Apps and OpenAI Apps SDK formats
Centralized SSH gateway that generates self-contained embedded result cards for its remote-operation tools with standard MCP Apps and legacy Apps SDK resource variants
Financial-data connector with an embedded institution-selection widget for linking accounts and returning account, transaction, and connection identifiers to the conversation
Self-hosted weather application that links a latitude-and-longitude weather tool to an embedded current-conditions widget inside ChatGPT
Interactive Apps SDK gallery with embedded read-only, tool-calling, message, external-link, display-mode, popover, and persisted-state widget examples
Cloud FinOps knowledge server with embedded playbook viewer, playbook explorer, and reference browser interfaces for waste detection and cost-management guidance
Playable DOOM shareware application with an embedded game canvas, keyboard and touch controls, and a tool-bound UI resource rendered directly inside ChatGPT
Privacy-conscious development reporting service with embedded task-list, start, update, blocked, and completion interfaces connected to its Slack progress tools
Cloudflare-hosted Minecraft server manager with embedded server overview, Dynmap, lifecycle action, terminal, and RCON result interfaces bound to its management tools
Content-exchange service with embedded content-template, resource browser, search, and paywall interfaces for x402 payments and sponsored-action access
Local coding runtime with an embedded E2E screenshot viewer that returns browser and desktop visual proof from trusted project automation tools
Three-app showcase with embedded weather forecasts and maps, a draggable Kanban task manager, and a marketing KPI and advertising-performance dashboard
C++ MCP Apps example that binds an echo tool to an embedded UI resource and also serves concrete home and parameterized HTML app resources
.NET command-graph example that exposes an embedded contacts dashboard with MCP App display-mode and border metadata alongside its tools, resources, and prompts
Mobile-first private reader with an embedded bookshelf, reading progress, highlights, bookmarks, and opt-in current-page context for reading together with AI
Governed coding-agent server with an embedded presentation-only Arcade and status view that can accompany long runs without changing budgets, policy, verification, or outcomes
Repository-analysis server with an embedded interactive architecture diagram for panning, zooming, full-screen inspection, and opening diagram components in their GitHub source
Interactive Todo application with an embedded React task list, progress bar, add controls, and completion checkboxes synchronized with create, retrieve, and complete tools
University of Tuebingen study-system integration with embedded dashboard, detail, action-confirmation, and cafeteria views connected to Alma, ILIAS, Moodle, mail, and campus tools
Multi-agent orchestration system with an embedded Tank interface for opening, inspecting, and running governed Goblin planning and board workflows inside ChatGPT
Video-generation server with embedded file-upload and image, video, and audio preview interfaces bound to its creative media, project, and workflow tools
Keyless GitHub comparison server with an embedded N-way repository report for reviewing normalized metrics, source evidence, and generated comparison output
Natural-language calculator with an embedded unified view for interactive results, tappable variables, trending calculations, and saved calculation history
Movie discovery and watchlist service with embedded poster, sortable movie-list, and preference interfaces for search, ratings, watched status, and recommendations
Cloudflare Agents example with an embedded chess game menu for starting or joining durable multiplayer matches from an MCP tool result
Gradio MCP examples with an embedded power-law image processor and an interactive letter-count visualization, each linked directly to its Python tool
Playable random-choice application with embedded slot-machine, spinning-wheel, and card-draw modes that return the selected result to the conversation
Expressive sticker server with an embedded in-chat image widget linked to sticker search and sending tools, plus tools for extending the managed sticker library
Text-to-speech server with an embedded playable voice-message bubble featuring waveform progress, seeking, and multi-provider synthesis support
Human-in-the-loop prioritization server with an embedded drag-and-drop list that lets users rank proposed items and return the ordered priorities to the chat
Agent-native DeFi demonstration with an embedded trust-forward swap confirmation card, wallet connection, explicit confirm or reject controls, and app-only submission tooling
Proofpoint TAP and Essentials server with an embedded read-only threat card showing threat identity, status, severity, actors, malware families, campaigns, and detection details
Abnormal Security server with an embedded read-only threat card for reviewing attack type, strategy, vector, impersonation, remediation status, and related messages
Unitrends backup server with an embedded appliance card summarizing hostname, model, software version, connectivity status, and MSP Console appliance identity
Spanning Cloud Backup server with an embedded user-status card for license state, last backup, protected services, and SaaS backup posture across supported platforms
Kaseya BMS service-management server with an embedded ticket card for reviewing account, priority, status, assignment, description, timestamps, and adding an internal note
Official Adobe sample with embedded office-list and office-detail interfaces for browsing locations, amenities, photos, contact options, and requesting an office visit
Interactive writing assistant that renders multiple rewrites, grammar improvements, paraphrases, and tone variations in an embedded comparison interface
Teradata companion app that turns query-result rows into embedded interactive ECharts views with basic, grouped, stacked, horizontal, waterfall, sorted, rounded, and polar chart modes
Austrian Legal Information System server with an embedded interactive result list and a document reader featuring outlines and lazily loaded sections
Langdock cookbook application that creates diagram XML and opens it in an embedded, editable draw.io canvas linked to the diagram-rendering tool
Local Premiere Pro automation server with an embedded review-and-progress surface attached to its editing workflow tools and app-only review actions
Embedded McDonald's interface linked to tools for browsing campaign calendars, viewing available and owned coupons, and claiming eligible offers
Secure secret-sharing server with an embedded interface for client-side encryption, one-time retrieval, destruction, and status checks without exposing plaintext to UI-only tools
Interactive PDF editor rendered inside the conversation for opening local documents, applying or deleting annotations, filling form fields, and saving changes back to the source file
Calibre server with embedded keyword and semantic-search cover boards, book-detail cards, and a figure-reading pane backed by app-callable library tools
Screen-recording diagnostics server with embedded recording preview, console-log, network-request, and action-timeline interfaces linked to focused investigation tools
Molecular-science server with embedded interactive 3D previews for PDB and attached structure files plus a revision-checked Ketcher chemical editor
Apple ecosystem server with embedded calendar week, now-playing music, and combined daily timeline interfaces backed by Calendar, Music, and Reminders data
Interactive LDraw brick-building application with an embedded 3D scene for placing, moving, rotating, painting, importing, and exporting constructions
Visualization server with embedded Chart.js and Mermaid interfaces for trendlines, funnels, pie and bar charts, KPIs, heatmaps, sparklines, thresholds, and diagrams
Embedded Skill management workspace with guided interviews and tools for generating, browsing, reading, updating, archiving, publishing, matching, running, and exporting SKILL.md files
ADV.JS game-development server with an embedded project-context, exact-command approval, validation-progress, and diagnostic status panel
Shopping application with embedded ranked compatible carts, item swaps, identity handoff, checkout preview, explicit purchase confirmation, and signed simulated Visa receipts
Visual Skill console that renders local skills as searchable cards and lets users send a selected Skill command back into the current Codex conversation
Local coding-tools server whose write, search-replace, and apply-patch operations return an embedded unified-diff review widget in both MCP Apps and ChatGPT-compatible formats
Agent-composable dashboard with an embedded drag-and-drop board whose sandboxed widgets and layouts are controlled through guarded Boardstate tools
Runtime-first interface engine that renders generated JSX or TSX as an embedded MCP App without a separate build step, with helpers for registering linked tools and resources
Microsoft 365 Copilot project with embedded UI previews and ticket-list interfaces for generating HTML, CSS, and JavaScript from user stories and managing the resulting backlog
Embedded operations dashboard for inspecting and saving Etienne configuration, polling service state, and starting or stopping the local agent harness through app-only controls
OpenClaw bridge with an embedded Task Center for launching agent work, following live progress, and reviewing task and session state inside the conversation
Tutorial collection with embedded EV charging maps, stock summaries and comparisons, price-history charts, and weather interfaces linked to their MCP tools
Test-server collection with an embedded Chart.js graphing interface and a separate interactive surface that can invoke exposed MCP tools from within the app
Deno template with an embedded website-inspection interface that presents metadata and response details returned by its HTTP HEAD information tool
Cloudflare Workers and Durable Objects example with an embedded counter widget linked to tools for displaying, reading, and incrementing persistent state
ChatGPT Apps SDK example with an embedded todo interface linked to tools for adding tasks and marking them complete from the conversation
Skills-extension demonstration with a self-contained embedded dice-results interface linked to a deterministic roll_dice tool supporting standard, advantage, and disadvantage notation
Cisco Packet Tracer automation server with an embedded diagnostics dashboard for runtime health, bridge heartbeat, project readiness, device inventory, command queues, and quick actions
Agent drawing workspace with an embedded tldraw canvas for creating, inspecting, editing, persisting, resuming, and exporting project diagrams through executable canvas tools
Diagram server with an embedded hand-drawn infographic renderer that animates structured elements, stores checkpoints, and returns the live visual directly with its drawing tool
Embedded Excalidraw studio for rendering complete diagrams or streaming elements incrementally, with checkpoint restore, manual-edit preservation, and shareable exports
Spec-driven development toolkit with an embedded self-contained board that visualizes specifications, approval gates, plans, decisions, and current workflow state
Equity-compensation analysis server with an embedded scenario widget for reviewing ISO, NSO, RSU, QSBS, concentration, hedging, and funding calculations through prefilled interactive results
Smart-glasses agent framework with embedded analog-clock and animated weather interfaces linked to current-time and forecast tools, plus compact result rendering for Even G2 displays
Ever Teams ChatGPT integration with embedded timer, time-entry, project, task, report, and employee components bound to the corresponding work-management tools
Product-management skills server with embedded customer-health scorecards, editable RICE prioritization tables, and quarter-by-lane roadmap timelines linked to dedicated render tools
SolvaPay SDK examples with embedded checkout and time interfaces served as MCP App resources, including an interactive Stripe payment flow linked to dedicated tools
Data transparency server with a session-scoped embedded datachain view returned by the render_datachain tool through an official MCP Apps HTML resource
Collaborative design server with embedded viewers for designs, diffs, scenes, and kits, each connected to semio tools through official MCP App resource metadata
Local knowledge search server with embedded result exploration and corpus-statistics interfaces linked to its search and knowledge-stats tools
Chat-embedded CreativeEditor SDK workflow that lists design templates and opens the selected scene in an interactive editor with placeholder values and image or PDF export
NERO Chain documentation server with embedded search results, page previews, section navigation, and documentation views bound to its retrieval tools
Singapore job-search server with an embedded MyCareersFuture listings widget returned by its job-list tool for interactive vacancy discovery inside the conversation
Visual workflow server with a bundled embedded canvas shared by five rendering tools for inspecting generated diagrams and process flows directly inside MCP Apps hosts
Native collaborative workspace server with self-contained record-version diff and suggestion-review interfaces linked to authoritative history and review tools
Full-stack OAuth MCP server with embedded profile and interactive vault-game widgets bound to structured profile and vault tools
Ringee ChatGPT integration that proxies authenticated sales and calling tools to the Ringee backend and renders their structured results through self-contained interactive card resources
Solana ChatGPT kit with embedded interfaces for Jupiter token swaps, SOL transfers, liquid staking, and explicit transaction confirmation linked to dedicated wallet tools
Personal history archive server with an embedded photo and video viewer linked to album-media retrieval, including structured gallery context and self-contained MCP App resources
MCP Apps sidecar demo with embedded project lists, creation and deployment flows, security reviews, repository connection, and incident-escalation interfaces
Minimal official-extension example that connects a deterministic current-time tool to a bundled HTML interface served through registerAppTool and registerAppResource
Enterprise search server with embedded document search, people discovery, connector dashboard, document preview, sync status, team, and connector-setup interfaces
Four runnable embedded applications for flight booking, hotel booking, portfolio trading, and drag-and-drop Kanban management with tool-driven interactions
Concierge example suite with embedded pizza maps, carousels, photo albums, location lists, and shop interfaces registered directly as MCP widgets
Local-search analytics server with an embedded geographic ranking heatmap connected to scan-report retrieval and supplied with structured grid data outside the model context
Social-media intelligence server with per-tool embedded views for post analysis, creator discovery, comments, trend research, and marketplace product insights across multiple platforms
Tako data-search server with an embedded interactive chart resource linked directly to search tools for exploring and visualizing structured results inside the conversation
CAD collaboration server with an embedded model viewer for opening projects, browsing geometry, synchronizing selections, and capturing model views through linked tools
Diagram-generation server with a self-contained embedded viewer connected to preview tools for rendering and inspecting generated OpenFlowKit diagrams in chat
Physical-mail server with multiple versioned embedded letter-preview interfaces bound to tools for composing, reviewing, and sending personalized printed correspondence
Cove bridge server with a dedicated embedded interface that opens from a registered tool and coordinates structured interactions between the conversation and the Cove experience
Virtual-pet server with embedded pet and achievement interfaces tied to feeding, playing, progression, and collection tools inside supported MCP hosts
Mapping server with an embedded public-map interface connected to location discovery, preview, publishing, reading, and embed-generation tools
Code-analysis plugin with five registered UI resources bound to repository analysis, search, explanation, impact, and context tools for interactive software exploration
Approval-gated teammate-delegation server with an embedded inbox that lets users review, coordinate, and act on delegated work from within the conversation
Health-record server with a self-contained MyChart connection interface for importing saved accounts, finding health systems, completing sign-in and 2FA, and handling passkey setup
WiFi sensing toolkit with an embedded console for ESP32 capture, device discovery, system diagnostics, and mmWave readings, including live CSI rate, signal, presence, and vital-sign results
Zero-risk prediction-market simulator with embedded market and portfolio interfaces for inspecting live markets, placing paper orders, and tracking positions, P&L, and strategy performance
Cesium control runtime with an embedded interactive 3D globe, session-aware map tools, object selection, and bidirectional view context inside MCP Apps hosts
Medical-imaging server with an embedded DICOM series viewer supporting slice navigation, keyboard controls, pan and zoom, metadata inspection, and server-rendered image conversion
UniFi operations server with an embedded fleet-status card bound to site summarization, showing device availability, WAN uptime, gateways, and connector health across managed networks
AI coding analytics server with an embedded session card that reports token usage, assigned cost, and detected work types from locally redacted coding-session data
Git-native knowledge system with an embedded library for browsing registered knowledge bases and linked tools for listing, reading, searching, and editing managed Markdown content
Communications platform server with embedded phone-number purchasing, campaign launch, and delivery-status interfaces linked to Orbit messaging tools
ServiceNow analytics server with an embedded incident dashboard for critical KPIs, volume trends, assignment-group workloads, category distributions, and priority heatmaps
Local database client with an embedded workspace for connecting, browsing schemas, querying data, reviewing pending row edits, and explicitly committing approved changes
Blender creation toolkit with an embedded read-only render viewer that loads completed preview manifests and presents bounded PNG galleries with labels, status, and delivery details
Datadog operations server with an embedded SLO compliance snapshot card that summarizes service-level health, status, error-budget signals, and caveats from aggregated monitoring data
Metadata-governance server with an embedded lineage blast-radius card showing upstream and downstream counts, entity-type breakdowns, top consumers, and owners to notify
Google Workspace automation server with an embedded shared-drive permission audit card for reviewing external access, permission levels, affected files, and governance findings
MLflow operations server with an embedded side-by-side run comparison card that highlights differing metrics, parameters, and experiment results
Task-centric control plane with embedded current-task, mini-board, and inbox interfaces for coordinating projects, sessions, artifacts, handoffs, and delivery work
Agent-team runtime with an embedded private, read-only board for navigating teams, runs, tasks, budgets, and evidence summaries within the conversation
Sync video-generation server with an embedded uploader for selecting image or audio files, staging durable assets, and passing asset IDs into lipsync workflows
Collaborative design-canvas server with an embedded preview for frames touched by agent tools, including rendered images and a direct path back to the live canvas
Log exploration server with an embedded investigation workspace for running bounded log queries, selecting evidence, and comparing activity across time windows
App workspace with a standalone MCP Apps server that exposes launch tools and revisioned embedded HTML resources for installed OpenWork applications
Google Cloud Run example with an embedded color picker that returns the selected color to the conversation through an MCP App tool and UI resource
Photoshop automation server with an embedded preview resource for displaying rendered document frames and visual output inside compatible MCP Apps hosts
Video-editing workflow server with an embedded confirmation card for reviewing stages and options before explicitly approving the next cut or export action
Lead-management demo server with an embedded table for viewing leads and updating their status through app-only tools linked to the same UI resource
Developer presence server with an embedded live board that shows who is online, what they are building, and lets the app refresh presence through the linked tool
Agent-commerce server with an embedded receipt for hired-agent details, reputation, USDC settlement, transaction reference, and delegated work results
Vonage operations server with an embedded reporting dashboard for outbound SMS records and voice-call records, including date, status, direction, and privacy-masked phone data
Electronics design toolkit with an embedded circuit viewer for schematics, netlists, routed boards, DRC markers, and 3D board inspection
Local coding bridge with embedded interactive code-diff, workspace-selection, setup, update, connector-status, and diagnostic interfaces for ChatGPT coding workflows
Project coordination server with an embedded workspace for projects, agents, notes, memory, files, inbox items, and task-board status across coding conversations
RouterOS management server with embedded dashboards for device health, interfaces, firewall rules, connected devices, RADIUS, investigations, service health, and evidence reports
Personal planning server with embedded day and week plans, immutable proposal review, brain-dump canvases, and memory-source comparison views
Parametric CAD toolkit with an embedded sketch editor and viewer for opening an empty canvas, editing generated parts, and inspecting CADSketch, DXF, and IR JSON files
Workflow control-plane server with an embedded approval card that presents blocked gates and routes explicit approve or reject decisions through authorized workflow signals
Database workspace with an embedded chart renderer for bar, line, area, pie, donut, and sunburst visualizations backed by stored query results
Coding-agent delegation server with an embedded live task board showing status, elapsed time, transcripts, permission requests, costs, and cancellation controls
Social publishing server with an embedded read-only content calendar for scheduled posts, drafts, account filters, post details, media, and performance analytics
Self-hosted agent control plane with embedded List, Block, and Page interfaces for searchable collections, reviewed actions, project workspaces, session assets, and integration setup
Event-operations server with an embedded workspace for tasks, sponsors, volunteers, vendors, logistics, budgets, campaigns, reports, and synchronized Notion, Google, and Eventbrite context
Coding workspace server with an embedded diff card attached to file edits, directory operations, shell work, and aggregate change review across managed workspaces and worktrees
3D generation toolkit with an embedded fullscreen-capable asset preview widget for locally generated Tripo models, including an in-widget asset picker and viewer handoff
Phone-agent server with embedded interfaces for previewing and placing calls, viewing the agent number and call history, and monitoring agent status through versioned UI resources
Club-auction server with embedded lot, auction-rules, itemized-invoice, and membership-card views linked to discovery, accounting, status-update, renewal, and member-activity tools
SSH device workspace with an embedded human-controlled terminal and Files app, authenticated app-only controls, allowlisted device selection, and versioned compatibility resources
Visual revision server with an embedded whiteboard for image and video-frame annotation, project-scoped material browsing, revision-checked saving, media uploads, and structured change requests
Diagram-generation server with an embedded editable viewer linked to text, JSON, ASCII, image, and Mermaid inputs for flowcharts, architecture diagrams, UML, mind maps, and workflows
Customer-research server with an embedded meeting-brief dashboard that combines Notion, Slack, and Google Drive context into structured preparation for upcoming customer conversations
Embedded visual form for creating and editing ElevenLabs conversational agents, including prompts, first messages, voices, languages, temperature, stability, and similarity settings
Embedded shell for creating, editing, showing, and operating reusable React artifacts with linked tool integrations and app-only interactive actions
Source-first PowerPoint review interface for opening decks, inspecting slide IDs and revisions, updating bounded fields, rebuilding presentations, running QA, and comparing slide structures
Embedded image-generation and editing interface powered by Google Gemini, with prompt controls and optional reference-image inputs
Interactive OpenZeppelin Contracts Wizard interfaces linked to contract-generation tools for configuring and producing secure smart-contract source code
Interactive CAD parts library, parts tray, and 3D viewer with global, thread, and file entry points for searching, opening, configuring, and referencing mechanical parts
Embedded Clover viewer for displaying IIIF manifests and collections as interactive cultural-heritage media
Fullscreen 3D asset workspace for viewing blend, GLB, and VRM files with stable sessions, revision delivery, object and material inspection, and Blender-aware media workflows
Embedded Plane and Codex project panel for binding the active project context, browsing project records, tracking project events, and restoring or changing bindings
Embedded video editor with project selection, timeline, media panel, inspector, preview, footage import, editing, undo and redo, rendering, and export controls
Embedded build panel for registered Codex runs with phases, agents, activity, usage, routes, visual evidence review, and user-recorded approval or change requests
Embedded Tonk worker-space frontend that opens a connected space or notebook route with a host-issued session while keeping credentials out of tool arguments
Interactive police-exam answer sheet with exact page and line layout, change previews, version-checked editing, and DOCX, PDF, or text export workflows
Embedded interactive read-only canvas viewer that renders stored scenes, resolved file references, annotations, declared colors, and theme-aware content directly in chat
Interactive football widgets for World Cup views, live and upcoming matches, match timelines and statistics, standings, and team, player, competition, or manager search
Embedded Nexus Mods description preview linked to read-only tools for building structured descriptions, converting Markdown to BBCode, and checking supported tags and nesting
Embedded live-meeting transcript view and editable memo pad for workspace recordings, with revision-aware saves and access to current or finalized meeting context
Playable in-chat music player with cover art, progress, queues, synchronized lyrics, song search, single-track playback, and playlist playback
Embedded flight price-comparison results interface linked to tools that structure itinerary details and search booking sources for better prices on the same flights
Native project-backed tldraw canvas widget with fullscreen support, persisted page and selection state, local assets, image placement, HTML drafts, and file export controls
Public-library account server with embedded search, holds, and loans cards for browsing catalog results, reviewing queue positions, and managing checked-out items
Interactive contact-book demo with embedded cre8-wc forms and lists that collect contact fields, invoke save actions, and render persisted records through the host bridge
Personal-media server with an embedded YouTube search interface that can inspect results and invoke probe, audio, or video actions before controlled downloads and delivery
Atlassian administration server with embedded dry-run diff and commit cards, operation journals, Assets AQL tables, and automation-rule trees for Jira and Confluence workflows
MyAnimeList server with embedded anime and manga search, detail, list, ranking, schedule, recommendation, and statistics views plus in-place status, score, and progress editing
ServiceNow server with embedded Microsoft 365 Copilot widgets for ranked knowledge results, article reading, escalation, service-catalog ordering, approvals, and incident self-service
Local coding server with an embedded dashboard for ChatGPT-based file, command, and workspace operations, backed by linked tools and a revisioned MCP Apps resource
Self-hosted log-intelligence server with an embedded query workspace for searching operational evidence, filtering events, and following investigation actions across logs and fleet data
Interactive quiz player that generates exercises from conversation context and renders setup questions, clickable answers, progress, grading feedback, summaries, and failed-question retakes
Publishing and review workspace with an embedded artifact frame for showing durable, versioned HTML, Markdown, document, deck, and site outputs inside compatible MCP hosts
Hiking-data server with an embedded trail map for route geometry and point-to-point paths, including source attribution, route warnings, and OpenStreetMap tiles
Local-first language-learning server with an embedded dashboard for reviewing corrections, reusable patterns, activity, progress, language settings, and privately stored learning notes
Yu-Gi-Oh toolkit with an embedded multi-card lookup interface for card text, artwork, alternate prints, ban lists, sourced OCG rulings, deck study, and replay analysis
DOCX editing server with an embedded document preview for opening stateful sessions, rendering paginated HTML, navigating citations, and refreshing previews after structure-aware edits
Official-GTFS schedule server with an embedded interactive Caltrain timetable for next-train answers, complete daily service, train stops, and Express, Limited, or Local filters
Event-sourced agent context layer with embedded interaction and React view workspaces for shared memory, typed entities, connected sources, governed actions, and persistent specialist handoffs
WooCommerce catalog server with an embedded product browser for search, pagination, categories, images, prices, stock, ratings, variations, and links back to the merchant store
On-chain intelligence server with embedded dashboards for token discovery, forensic signals, wallet activity, launchpads, social views, media, and a searchable directory of agent tools
NYC transit server with an embedded Leaflet route map for visualizing MTA route geometry and optional trip endpoints alongside static schedules and real-time service data
Oak National Academy curriculum server with an embedded explorer for searching lessons, units, threads, sequences, and structured curriculum models inside supported AI assistants
AI runtime intelligence layer with an embedded routing panel for the selected model, escalation outcome, cost, savings, latency, routing strategy, and server-side knowledge identity
Modular Audiokinetic Wwise server suite with an embedded read-only object inspector for browsing project objects, properties, references, children, and interactive drill-down through WAAPI
Local-first Pippit image and video generation bridge with embedded result widgets for image previews and downloads plus video job status, private previews, and segment-regeneration controls
Skyflow Vault privacy server with embedded interfaces for detecting and de-identifying sensitive data, tokenizing PII, and selectively re-identifying protected values under policy
NYC public-property data server with an embedded map for property searches, parcel details, sales history, comparable sales, tax benefits, and rent-stabilization analysis
BIM and Revit authoring toolkit with an embedded interactive SVG floor-plan preview, sheet navigation, zoom and pan, element selection, and coverage or omission census
Local SEO audit server with embedded dashboards that join Google Search Console history, site crawls, rankings, click trends, technical findings, and keyword performance
Live-data card platform with embedded interactive weather, stock, cryptocurrency, QR, city, poll, and movie cards exposed as MCP tools through a shared app widget
Self-contained React MCP Apps collection with color and decision tools plus an interactive arcade of Wordle, Snake, Tetris, 2048, Minesweeper, quizzes, puzzles, and model-driven games
Governed Oracle supply-chain dashboard for reviewing stockout exposure and inventory-transfer recommendations, with explicit app-only approval and rejection actions bound to reviewed rows
Reference MCP server with embedded interactive map, sortable table, and chart apps that demonstrate rich domain metadata and render structured results directly in supported conversations
Formula 1 data server with embedded drivers-championship standings and an animated race-replay view for positions, gaps, incidents, pit stops, weather, and session context
Vehicle-data server with embedded cards for VIN identity and specifications, market-value bands, and open recalls, backed by dedicated render tools and CarsXE data tools
MuseScore control server with an embedded VexFlow sheet-music viewer for visually checking measures, notes, lyrics, instruments, and composition edits inside MCP Apps hosts
Local eBay store copilot with embedded tables, detail cards, charts, and statistic grids for listings, orders, sales analytics, seller standing, and operational dashboards
Geospatial navigation server with an embedded MapLibre vector-tile map for routes, isochrones, round trips, search markers, geofences, custom paths, and multi-overlay exploration
Multi-platform video server with embedded widgets for searchable transcripts, video metadata, captured frames, and YouTube search results across eleven supported video platforms
Dataset registration and visualization server that renders user-supplied Vega-Lite specifications as interactive charts directly inside MCP Apps-compatible conversations
Local scholarly research workspace with embedded corpus dashboards, paper detail, reading progress, digest panels, annotation flows, and per-paper PDF resources
Google Tasks integration pilot with embedded focused task cards for searching, creating, editing, completing, and reopening tasks with revision-safe updates
Official FreeTicket server with an embedded host view for event, date, sale, ticket, membership, venue, staff, and report results rendered as tables, event cards, and KPI tiles
Cloudflare-hosted Fastmail server with embedded email-reader and outbound-send review interfaces for sanitized messages, threads, recipients, approval state, and explicit send decisions
French major-risk server with an embedded MapLibre exposure map for geocoded locations and selectable natural or technological hazard layers backed by Géorisques data
Dalux Build integration with embedded task lifecycle timelines and an interactive 3D IFC model viewer for project tasks, deadlines, statuses, and hosted construction models
Open Archives genealogy server with an embedded OpenSeadragon viewer for deep-zoom IIIF document pages, adjacent transcriptions, term highlighting, and archival source context
Read-only Action1 endpoint-management server with an embedded device summary card for hardware, operating system, connectivity, agent version, reboot state, and missing patch counts
HaloPSA operations server with an embedded support-ticket card showing status, priority, client, assignee, team, deadlines, recent actions, and an in-card add-note workflow
SuperOps PSA and RMM server with an embedded support-ticket card for status, priority, client, requester, technician, category, conversation context, and public or internal notes
Shared preference and workflow server with embedded spaces, forwarding, and activation interfaces for discovering reusable rules, selecting adapters, and applying team workflows inside AI hosts
Codex plugin with embedded thread-side and dashboard views for rate-limit windows, reset times, token totals, context fill, daily usage history, recent threads, and service status
Official Search1API server with an embedded source-card view for presenting already retrieved web and news results with titles, domains, snippets, and outbound links
Go SQL toolkit with an embedded analysis report for validity, statement types, referenced tables and columns, security findings, lint violations, and formatted SQL
Permissioned local gateway with embedded home, approval, Git, ADB, MCP, skills, shell, browser, and image panels that keep interactive actions inside its policy and audit boundary
Animated agent-state card that renders idle, working, waiting, approval, and error heartbeat states on an accessible canvas directly from structured MCP tool results
Local Codex session dispatcher with an embedded task board for project and date filtering, chat activity, usage history, reply previews, GitHub PR status, scheduling, and notifications
Schema-driven adaptive presentation project with an embedded viewer that renders complete interactive slide decks from structured deck JSON
Local project workspace with an embedded full-screen board for issues, tickets, phase progress, handover history, federation, notes, sessions, and revision-safe editing
Offline diagram server with an embedded interactive renderer for cloud architectures, data models, flowcharts, and state machines with draggable nodes, pan, zoom, search, and export
Agent work control plane with embedded task-queue and attempt inspection plus a diary exploration map for clustering signed observations into human-reviewed knowledge zones
First-party integration collection with embedded VTEX and Magento sales cards, order timelines, product and status analytics, plus YouTube channel performance, video, alert, and live-stream widgets
Front-End Checklist server with a self-contained embedded report for code reviews and URL audits, including issue totals, severity breakdowns, rule identifiers, findings, and recommendations
SVG editing server with embedded drawing preview, document picker and upload, plus an image-generation view that traces pictures into SVG and exposes tracer settings
Tencent CloudBase toolkit with an opt-in self-contained onboarding panel linked to its auth tool for checking login and environment status and switching the locally bound environment
Self-improving QA toolkit with a per-run embedded live view that presents member previews and run evidence through a parameterized MCP App resource served across the same authorization boundary as its tools
Nomad accommodation server with an embedded stay-results grid linked to location, country, continent, budget, amenity, lifestyle, and Wi-Fi-speed search tools
Family context server with embedded views for family members, upcoming dates, person profiles, and recent activity, each connected to privacy-conscious read-only A2Me tools
Cooklang recipe manager with embedded interactive recipe-card and recipe-list views, content-hashed UI resources, and compatibility metadata for MCP Apps and ChatGPT hosts
Experimentation server with embedded persona-breakdown, variant-performance, goal-funnel, and layout-statistics visualizations linked directly to its analytics tools
Self-hosted invoicing platform with embedded invoice, estimate, revenue-summary, and ready-to-bill cards backed by structured results from its authenticated billing tools
Anki deck creator with an embedded card viewer for previewing generated fronts and backs, subdecks, tags, and downloadable APKG results from preview, create, and conversion tools
Mermaid diagram server with an embedded renderer that turns tool-provided diagram definitions into interactive inline visualizations
Braze integration example with an embedded current-deals view connected to a tool that presents available promotions inside a ChatGPT Apps conversation
Insider integration with embedded views for deals and coupons, personalized product recommendations, and notification-preference collection
Embedded chess game menu that lets users start or join a game directly from the tool result inside a ChatGPT Apps host
Thailand Post parcel tracker with an embedded result view that renders barcode events and normalized tracking data returned by the tracking tool
Playable FreeDoom widget launched through an MCP tool, with keyboard controls rendered directly inside a compatible ChatGPT Apps conversation
Interactive winter-themed wishlist for viewing prioritized items and adding, toggling, removing, or clearing them through widget-linked tools
Wellbeing agent with an embedded resident check-in screen for answering safety prompts by Fire TV remote or voice before a caregiver is contacted
Research synthesis server with an embedded paper table, clustered literature results, a 14-day reading plan, and BibTeX export
AWS Athena-backed server with an embedded explorer for searching, filtering, viewing, and summarizing Canadian arts and cultural facilities
Cloudflare-hosted prompt manager with an embedded interface for listing, adding, and deleting reusable prompts from tool results
ChatGPT Apps route that renders the project homepage as an embedded content widget and personalizes the result with tool-supplied user data
Commerce index server with a dual-host embedded traffic dashboard for analyzing reads by agent class, surface, storefront, and date range
Operations server with embedded incident, confirmation, security-scorecard, and briefing cards connected to alert, deployment, security, and ops-summary tools
Private-record companion with embedded catch-up, profile-lineup, scene, and image-reference views connected to authorized presence, notes, tasks, and profile tools
Community MCP server for sending Heap events, enriching user and account profiles, resolving identities, and handling GDPR deletion requests
Comparison of real community Plotly MCP servers, including inline MCP App and file-based chart options
Official managed MCP connection for building audiences, managing syncs, designing journeys, generating campaign creative, and analyzing performance in Hightouch
Fact-checked guide explaining that no Prodigy MCP server exists and identifying Explosion tools for LLM-assisted annotation
Official remote OAuth server for flaky-test root-cause analysis, fix suggestions and test-upload setup
Comparison of two working community Graphviz MCP servers plus an inline Mermaid MCP App alternative
Anthropic desktop client with full MCP support for tools, prompts, and resources
Anthropic coding assistant and MCP host with local and remote server support
Coding agent and MCP host with local stdio and remote server support
GitHub Copilot MCP integration for tool workflows
Emacs client with MCP tool support
LibreChat web UI with MCP tool support for agents
OpenSumi IDE client with MCP tool support
Roo Code editor client with MCP tools and resources support
Superinterface client with MCP tool support
Theia AI and IDE client with MCP tool support
VS Code extension supporting MCP tools and resources
Windsurf editor with MCP tool support
Code editor and MCP host with local, remote, and extension-based server setup
AnythingLLM supports MCP servers with a management UI
Official tools server for browsing, searching, and installing registry components
Browse, search, and install shadcn-vue registry components via MCP
UI-as-a-tool MCP server with standardized component schemas
MCP server for React design systems with component info and code generation
Official Workleap hosted server for Hopper component docs, design tokens, icons, migrations and code validation
Design systems MCP server with AI chat interface for components and tokens
MCP server exposing component props and design tokens
Extract Storybook component HTML, styles, and metadata via MCP
UI5 MCP server for UI5 application development
Open-source cross-platform desktop AI assistant with MCP tool support
Native cross-platform desktop AI chat app with MCP support
Amazon Q IDE client with MCP tool integration
Apify MCP testing client with UI for tool discovery and validation
ChatWise desktop AI client with MCP tool support
Chorus client app with MCP tool support
CodeGPT client with MCP tool support for developer workflows
Daydreams Agents client with MCP support for agent workflows
FlowDown client with MCP tool support
FLUJO client with MCP tool integration
Goose client with MCP support for tool-driven workflows
Official remote OAuth MCP endpoint for starting and following Hyperagent threads
JetBrains AI Assistant client with MCP tool support inside JetBrains IDEs
Kilo Code client with MCP tool support
Klavis AI client for Slack, Discord, and Web with MCP support
LM Studio desktop client with MCP tool confirmation UI
Lutra client with MCP support for AI workflows
mcp-agent client for managing MCP server connections and agent workflows
Sample MCP chatbot client with UI
mcp-use client with MCP tool support
Web chat client with MCP tool support
MCPHub client with MCP tool support
MCPOmni-Connect client for MCP servers with UI management
Memex client with MCP tool support
Copilot Studio client with MCP tool support
MindPal client with MCP tool support
MooPoint client with MCP tool support
Msty Studio desktop client with MCP tool support
Postman client with MCP support for tools and resources
RecurseChat client with MCP tool support
Email client and MCP host for remote and desktop-local tool servers
Slack MCP client for tool integration in Slack
TypingMind client with MCP tool support
Native macOS MCP client for testing and debugging MCP servers
Local inspector to test MCP Apps and MCP servers with a UI playground
Nanobot host supports rendering MCP-UI resources
Smithery host supports rendering MCP-UI resources
fast-agent host supports rendering MCP-UI resources
BeeAI Framework supports MCP tools in agent workflows
Genkit client with MCP support and Dev UI playground
GenAIScript supports MCP tools for programmatic prompt workflows
iOS app that implements MCP for local tools and remote servers
iPhone MCP client for syncing AI tasks with MCP-compatible tools
Mobile MCP client for managing MCP servers with voice controls
MCP-enabled task management app
MCP-enabled idea notes app
MCP-enabled journal app for emotion tracking
MCP-enabled time management app
AI chat app with MCP tool connectivity
iOS MCP client supporting local and SSE MCP connections
Desktop AI client and MCP host for local and remote external tools
Cross-platform MCP chat client built on Electron
Open chat client with MCP support and productivity tools
Tiny terminal chat app with MCP client support
Web-based graphical interface for AI chat with MCP servers
Client bridge to expose local MCP servers to cloud tools
Open-source AI agent for VS Code and JetBrains with MCP support
Online playground for calling MCP server tools
Example MCP client built with the Python SDK
Example MCP client that connects over HTTP (SSE)
Cross-platform desktop app with full MCP support
AI history platform built on MCP
Tool for analyzing GitHub PRs and generating reports via MCP
Electron desktop client for the Rijksmuseum MCP server
AI search client with MCP integrations
Desktop + CLI workbench for building AI agents with MCP
Slack/Discord/Teams client to enable MCP for teams
Desktop AI assistant with MCP support
Local AI desktop agent builder with MCP support