> 684 MCP Apps & UI Servers
// Browse interactive MCP tools for Claude, ChatGPT, and other AI clients
Official Microsoft Playwright MCP with accessibility snapshots for browser automation
Connect and unify data across platforms with AI
Connect with 2,500 APIs with 8,000+ prebuilt tools
Official Figma MCP server for design-to-code with design system context
GitHub's official MCP Server for repository management
Visual testing and debugging tool for MCP servers with interactive web UI
Claude API integration for AI conversations
Official Google Chrome DevTools MCP for browser debugging and inspection
OpenAI API integration for GPT models and embeddings
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
SolidJS starter template for reactive MCP Apps with fine-grained reactivity
Vanilla JavaScript starter for framework-free MCP Apps development
Supabase database, auth, and edge functions integration
Extract web data with Firecrawl for scraping and crawling
Browser automation and web scraping with Puppeteer
Deploy and configure Workers, KV, R2, D1 on Cloudflare
MCP server implementation for Notion API
Official Mapbox MCP for geocoding, routing, isochrones, and offline geospatial calculations
AWS MCP servers for comprehensive service integration
LangChain framework integration for AI applications
Stripe API integration for transactions
UI over MCP - Create next-gen UI experiences with the protocol and SDK
PostgreSQL database integration with schema inspection
Official text-to-speech integration for voice synthesis
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
Connect to Hugging Face Hub APIs for search and exploration
Embeddings, vector search, document storage with open-source AI database
Work on code with JetBrains IDEs like IntelliJ IDEA, PhpStorm
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
OpenAI Whisper speech recognition integration
Access Figma designs and prototypes for asset extraction
Slack server with Stdio and SSE transports for messaging
Shopify e-commerce platform integration
Control Unreal Engine 5.5+ with natural language to build 3D worlds and architectural masterpieces
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
Vercel deployment and project management
SQLite database operations with built-in analysis features
Real-time web research via Sonar API
Official MCP server enabling AI tools to access GitLab project data
File access and search capabilities for Google Drive
Discord bot and server integration
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
Convert PDF, PowerPoint, Word, Excel, Images to Markdown with visual content
MongoDB Community Server and Atlas database support
Graph database with schema exploration and Cypher queries
Search engine for AI agents with web research capabilities
Stable Diffusion and image generation APIs
Retrieving and analyzing issues from Sentry.io
Securely interact with Jira work items
Connect to 8,000 apps through Zapier integration
Bridge for AI assistants to control Unity Editor with scene, asset, and script management
Fetch, analyze, and visualize data from Snowflake, BigQuery, Redshift, Databricks
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
Mistral AI models integration
Monitoring and observability platform integration
Integrate with n8n workflow automation for 300+ service connections
Binance crypto exchange integration
HashiCorp Vault secrets management
Control Blender 3D through natural language for scene creation
Home Assistant smart home control and automation
Salesforce CRM and platform integration
Unity Editor MCP plugin for Cursor, Claude Code, and other AI IDEs
Claude AI control of Jupyter Notebooks for code execution and visualization
Material UI MCP integration for React component development
Multi-modal AI client with MCP support and integrated visual interface
Visual workflow automation with 300+ service connections and drag-drop UI
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
Telegram bot and messaging integration
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
Weaviate vector search and knowledge graphs
Groq LPU inference engine integration
Search, create, and update Linear issues, projects, and comments
Twilio communication APIs for SMS and voice
Plaid financial data and banking APIs
Coinbase crypto platform integration
MCP server for interacting with Auth0 tenant, applications, forms, logs
Connect, manage, and interact with HubSpot CRM data
Vercel AI SDK integration for building AI apps
Connect to data, AI tools, agents and Databricks platform
HuggingFace Transformers library
Ollama local LLM runner
Cursor AI-powered code editor
Media upload, transformation, AI analysis, and management with visual preview
Create, build, deploy, and manage websites with Netlify
Query your ClickHouse database server
Interact with Neon serverless Postgres platform
Run ML models in the cloud with Replicate
Cohere NLP and embeddings API integration
Audio transcription and understanding
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
Microsoft Teams AI Library with MCP support
PayPal Agent Toolkit for payment integration
Official CoinGecko API MCP Server for Crypto Price & Market Data
Security scanning for dependencies and containers
1Password secrets and credentials management
Unity Editor and game development tools integration
PostHog product analytics and feature flags
W&B experiment tracking and model management
PyTorch deep learning framework
TensorFlow ML platform
Continue AI code assistant
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
Next-generation browser automation platform for AI agents
Interface with Godot game engine for launching editor, running projects, and capturing debug output
Create AI-powered presentations and PowerPoints with natural language
Build modern production-ready UI blocks, components, and landing pages
Video streaming platform with upload, live streams, and thumbnail generation
Generate UML diagrams from text descriptions with visual rendering
Photoshop-level SVG graphics generation with layers, animations, and export
Create 2D/3D game assets from text using AI including pixel art and OBJ/GLB models
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
3D printing MCP for querying live state and webcam snapshots from printers
Data exploration and visualization platform with interactive dashboards
Memgraph graph database with visual query results and relationship exploration
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
Speech-to-text and audio intelligence
Query and analyze data, alerts, dashboards in Honeycomb
Provision, configure, and query Algolia search indices
Postman API interaction and testing
Asana project and task management integration
Interact with Monday.com boards, items, accounts and work forms
Dropbox file storage and sharing integration
SendGrid email delivery integration
Integrates LINE Messaging API to connect AI Agent to LINE Official Account
WooCommerce store and product management
Trade stocks and options, analyze market data through Alpaca Trading API
Okta identity and access management
Connects AI agents with CrowdStrike Falcon platform
Manage WordPress sites for post creation, media, and plugin management
Unreal Engine game development integration
Raspberry Pi GPIO and hardware control
Apache ECharts chart generation and visualization
Temporal workflow orchestration platform
Search, analyze, and query charts, dashboards, experiments, feature flags, metrics
Segment customer data platform integration
Intercom customer messaging platform
Connect to Cal.com API to schedule and manage bookings
Cloudinary's media upload, transformation, AI analysis, management
Plotly interactive graphing library
Modal serverless compute for ML and data
MLflow experiment tracking and model registry
Apache Airflow workflow management
Airbyte data integration platform
Metabase open source BI and analytics
AWS SageMaker ML platform integration
Translate or rewrite text with DeepL's AI models
vLLM high-throughput LLM serving
LM Studio local model runner
Open WebUI for LLMs
Codeium AI code completion
Sourcegraph code search and intelligence
SonarQube code quality and security
Business intelligence charts with data transformation and high-quality visualizations
Digital whiteboard library for infinite canvas experiences in React applications
Persistent shell environments with full TTY support and interactive program handling
Workflow orchestration with visual execution history and state inspection
Draw.io/Diagrams.net integration for flowcharts and technical diagrams
Interactive data visualizations with matplotlib including 3D plots and relationship graphs
Interact with Epidemic Sound API for music and sound effects in creative applications
PDF processing with text, images, annotations extraction and visual preview
Generate diagrams from Mermaid code in SVG, PNG, and PDF formats
Control Godot Editor to create scenes, resources, scripts and read errors
Convert Markdown to PowerPoint with Mermaid, PlantUML, and Graphviz diagram support
React Native-first development with UI component capabilities
Real-time weather data with interactive visualizations using Open-Meteo API
Create and manage interactive forms and surveys with visual builder
Graph visualization software for structural information with DOT language
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
Visual DOM element selector for agentic coding tools with element highlighting
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
Mailchimp email marketing integration
MCP Server that connects AI agents to Chargebee platform
Connect to 100+ APIs for financial market data
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
Strapi headless CMS management
Godot game engine integration
Official Espressif MCP Server to Control and Manage IoT Devices
Arduino board programming and control
Visualization generation using Vega-Lite grammar
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
Query and analyze product analytics data through natural language
Zoho suite of business applications
Calendly scheduling and appointment booking
Mux video streaming and analytics API
Resend email API for developers
D3.js data visualization library integration
Simple yet flexible charting with Chart.js
Ray distributed computing framework
Dagster data orchestration platform
Prefect workflow orchestration
dbt data transformation and analytics engineering
RudderStack customer data platform
Looker business intelligence and analytics
Apache Superset data exploration and visualization
Hex collaborative data workspace
Observable data visualization and notebooks
Palantir Foundry data platform
H2O AutoML and AI platform
Google Cloud Vertex AI platform
Azure ML service integration
Google Cloud Translation API
Roboflow computer vision platform
Scale AI data labeling and annotation
spaCy industrial NLP library
Sentence embeddings using BERT
fast.ai deep learning library
Keras deep learning API
JAX high-performance numerical computing
ONNX open neural network exchange
NVIDIA Triton inference server
HuggingFace TGI server
GPT4All local chatbot
LocalAI self-hosted OpenAI alternative
Jan open source ChatGPT alternative
Tabnine AI code assistant
Amazon Q developer AI assistant
Cody AI coding assistant by Sourcegraph
Sweep AI junior developer
MCP Server extension for connecting AI clients to Burp Suite
OWASP ZAP security scanner
Nuclei vulnerability scanner
Trivy vulnerability scanner for containers
GitHub Dependabot security updates
Renovate dependency updates
Transform natural language into interactive data visualizations using DuckDB
Visualizes code, architecture and concepts as Mermaid diagrams in local web app
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
Sanity.io headless CMS integration
Directus CMS and API interaction
Tuya smart device control and management
Mermaid diagram generation for flowcharts and diagrams
Doppler secrets management and environment variables
Hotjar heatmaps and user behavior analytics
Pendo product experience and analytics platform
Freshdesk customer support and ticketing
Pipedrive CRM and sales pipeline management
Loom video messaging and screen recording
UploadThing file upload and management
Send product and customer messaging across multiple channels
Pusher real-time messaging and notifications
Highcharts charting library integration
Anyscale Ray platform for AI workloads
Neptune.ai experiment tracking
Fivetran data integration and ETL
Census reverse ETL platform
Redash query and visualization tool
Deepnote collaborative data science notebooks
DataRobot automated machine learning
Amazon Translate neural machine translation
Clarifai computer vision and NLP platform
Labelbox data labeling platform
Prodigy annotation tool by Explosion
AllenNLP research library
Natural Language Toolkit for Python
Flax neural network library for JAX
NVIDIA TensorRT optimization
Mentat AI coding assistant
Grit automated code migrations
Trunk code quality and DevEx
Checkmarx application security testing
Veracode application security
Grype vulnerability scanner
Cosign container signing
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
Interact with data stored in Couchbase clusters
Zendesk ticket management and customer support
Brings Contrast's vulnerability and SCA data to coding agents
Standard interface for managing and querying MariaDB databases
Ghost CMS blog posting and management
Control Aqara smart home devices, query status, execute scenes
Feature flag and experimentation platform
FullStory digital experience analytics
imgix image processing and optimization
Build, update, and send multi-channel notifications across platforms
Ably real-time messaging platform
Stitch data pipeline integration
Dataform data transformation for BigQuery
Mode collaborative analytics platform
Snorkel AI programmatic labeling
Flair NLP framework for sequence labeling
Gensim topic modeling and word vectors
Msty local AI chat interface
CodeStory AI-powered IDE
Codemod AI-powered code transformations
Code Climate quality and maintainability
OpenText Fortify security analysis
Syft SBOM generator
Interactive dashboard for visualizing Charles Proxy logs with Chart.js
Control Apple Keynote presentations through AppleScript automation on macOS
Convert Markdown to HTML for rendering formatted text in web pages and apps
Storyblok component and content management
Accesses PubNub SDK documentation via CLI
TextBlob simplified text processing
UK Environment Agency flood monitoring with water levels and warning visualizations
JavaFX canvas for LLMs to programmatically create drawings and visualizations
Defold game engine integration for 2D games
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
Generate slide decks from natural language, preview them interactively, and export to PDF, PPTX, or Markdown inside an MCP Apps host
Interactive PDF presentation app where audience comments flow across the slides in real time from their phones
Create, edit, run, and inspect small Three.js games in a bundled interactive editor delivered through MCP Apps
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
Local-first rendered Markdown review interface with line-anchored comments, image feedback, and batched submission to coding agents
Render interactive tab sets, tables, charts, forms, video clips, and collapsible cards inline in MCP Apps-compatible conversations
Edit scientific SVG figures from Matplotlib and ggplot by hand or natural language in an interactive in-chat editor
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
Recipe-to-cart grocery server with an embedded product picker for comparing candidate items before adding ingredients to a Nemlig.com cart
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
Web archiving server with an embedded workspace for starting captures, browsing pull history, and inspecting archived results
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
Claude architecture certification server with an embedded quiz interface linked to practice questions, answers, and exam workflows
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
Community MCP server for sending Heap events, enriching user and account profiles, resolving identities, and handling GDPR deletion requests
Official managed MCP connection for building audiences, managing syncs, designing journeys, generating campaign creative, and analyzing performance in Hightouch
Anthropic desktop client with full MCP support for tools, prompts, and resources
Claude Code programming assistant with MCP support for developer workflows
Cline agent with MCP tools and resources 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
Zed editor with MCP support and prompt templates as slash commands
AnythingLLM supports MCP servers with a management UI
LobeChat supports an MCP marketplace and plugin installation in the UI
Browse, search, and install shadcn/ui registry components via MCP
Browse, search, and install shadcn-vue registry components via MCP
MCP server for discovering and using Magic UI components
UI-as-a-tool MCP server with standardized component schemas
MCP server for React design systems with component info and code generation
Hopper design system MCP server for components, tokens, and guidance
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
HyperAgent client with MCP tool support
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
Shortwave client with MCP tool support
Slack MCP client for tool integration in Slack
Tome client with MCP tool support
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
Mobile MCP client for connecting to MCP servers
AI chat app with MCP tool connectivity
iOS MCP client supporting local and SSE MCP connections
Desktop AI client with MCP server integration
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
Desktop AI partner with MCP support
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