The WebMCP Directory.
A live directory of websites exposing WebMCP tools to AI agents. Browse the tools each site registers, inspect their input schemas, or query the agent-readable JSON API. Built on the W3C webmachinelearning/webmcp proposal and maintained by nekuda.
Browse websites that expose AI-native interfaces.
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- baerskintactical.com
BÆRSkin Tactical Supply Co. — a direct-to-consumer e-commerce store for tactical apparel and gear (hoodies, jackets, boots, EDC and outdoor kit). Its WebMCP tools turn the storefront into an agent-shoppable surface: an assistant can list and fetch products for the current market/channel, read the live cart, add or remove items, apply coupon codes, and drive checkout — start_checkout (in-app or hosted Shopify) and fill_shipping_address pre-fill the form but never submit, so the shopper still clicks Pay. lookup_order returns status and an item summary for an order number plus the email it was placed with.
Tools: get_product, list_products_in_channel, view_cart, add_to_cart, remove_from_cart, apply_coupon, start_checkout, fill_shipping_address, lookup_order
- siblingssoftware.com
Software development outsourcing and staff-augmentation company (nearshore LATAM delivery, headquartered in Miami) offering app, web, API, AI, and blockchain development across many languages and frameworks. Read-only WebMCP tools let an agent read the company profile, list and search services by buyer intent, compare engagement models, browse case studies by industry or technology, pull published pricing-band context, and surface human contact options.
Tools: get_company_profile, list_services, find_service_by_intent, compare_engagement_models, get_case_studies, get_pricing_context, get_contact_options
- agentline.cloud
Voice and telephony infrastructure for AI agents — give an agent a real phone number to make and receive voice calls, send and handle SMS, and provision US/Canada numbers through one API. WebMCP tools let an agent read AgentLine's pricing and feature set and fetch the SKILL.md that wires up full telephony powers.
Tools: get_pricing, get_features, get_skill_file
- watchanchor.com
Manage and protect a watch collection — track multiple watch-brand warranties in one place, backed by a deep, searchable watch catalog. WebMCP tools let an agent search the catalog by keyword or reference, search by movement/calibre or complication, filter by attributes, read full watch specs, and sign in to manage a collection.
Tools: searchWatches, exploreWatches, searchByMovement, getFilterOptions, getWatchDetails, signIn
- marketingmanagerjobs.com
Daily-refreshed job board for marketing manager roles — growth, product marketing, demand gen, brand, SEO, and marketing leadership — with real salary data and live market signal. WebMCP tools let an agent search jobs and read its market research.
Tools: get_site_context, search_marketing_jobs, get_research_trackers
- camjam.co.nz
Live surf cams, 5-day forecasts, tide charts, and wind/swell reports for every surf spot in New Zealand — free, updated daily. WebMCP tools let an agent list spots, look up a spot, and read its forecast and tides.
Tools: get_all_surf_spots, get_surf_spot, get_spots_by_region, get_spot_forecast, get_spot_tides
- toban.app
Free duty-roster maker for building cleaning, lunch, and daily-monitor rotation charts in the browser — no signup, print-quality output. WebMCP tools let an agent create and manage rosters, members, and duty assignments.
Tools: list_schedules, get_current_assignments, get_schedule_details, get_share_link, switch_schedule, advance_rotation, change_view, create_schedule, update_schedule, duplicate_schedule, add_member, remove_member, update_member, set_rotation, configure_rotation, print_schedule
- hedons.io
A graphic-novel adaptation of Stanisław Lem's 'In Hot Pursuit of Happiness'. WebMCP tools let an agent browse the table of contents, navigate pages, pull verbatim page text, and full-text search the book.
Tools: get_table_of_contents, go_to_page, next_page, prev_page, get_page_text, search_text
- tansohq.com
Track every conversation, tool call, and outcome across your AI stack. Observe agent behavior, understand what drives value, and build pricing that captures it.
Tools: get_tanso_info, get_openapi_spec
- ai.simplepdf.com
Fill out and sign your PDFs in your browser. WebMCP Demo portal, powered by SimplePDF.
Tools: load_document, detect_fields, delete_fields, focus_field, get_fields, select_tool, go_to, set_field_value, get_document_content, submit
- getaiso.com
See what customers ask ChatGPT before they ask you. Track AI visibility, discover real conversations, and optimize your AI search strategy.
Tools: get_product_overview, get_pricing, search_blog, book_demo
- coinvela.com
Compare live crypto prices across exchanges worldwide. Find the best rates to buy Bitcoin, Ethereum, XRP, and 40+ other cryptocurrencies.
Tools: find_best_price, compare_exchanges, get_crypto_price, convert_crypto, get_exchange_info, list_supported_coins, list_exchanges_by_country
- store.nekuda.ai
AI-native demo storefront
Tools: authenticate, search_products, get_product_details, checkout, add_to_cart, get_deals, price_history, check_availability, get_best_sellers, faq_support, track_order, request_return, leave_review
- redbus.in
India's bus ticket booking platform
Tools: searchBuses, get_bus_offers
- salespeak.ai
Voice AI agent for sales sites
Tools: ask_question
- pizza-maker
Chrome Labs pizza-builder demo
Tools: set_pizza_size, set_pizza_style, toggle_layer, add_topping, remove_topping, manage_pizza, share_pizza
- webmcp-factory
Build & test WebMCP tools in-browser
Tools: get_state, load, unload, smelt, forge, assemble, mine_iron_ore, mine_copper_ore, skill_recipe_iron_plate, skill_recipe_iron_gear, skill_recipe_copper_plate, skill_recipe_copper_coil, skill_recipe_electric_motor, skill_assemble_electric_motor, skill_salvage_iron_plate, post_comment
- betomuniz.com
Personal site with WebMCP tools
Tools: list_contacts, list_blog_posts, send_contact_email
- react-flightsearch
Chrome Labs flight-search demo
Tools: searchFlights
- analytics-dashboard
Chrome Labs analytics dashboard demo
Tools: query
- coffee-shop
Chrome Labs specialty coffee storefront demo
Tools: search_catalog, get_order_history, reorder_product, get_machine_specifications
- doors
Chrome Labs mystery doors demo
Tools: openDoor1, openDoor2, openDoor3
- french-bistro
Chrome Labs restaurant reservation demo
Tools: book_table_le_petit_bistro
- hotel-chain
Chrome Labs hotel booking demo
Tools: search_location, lookup_amenity, view_hotel
- leather-bag
Chrome Labs luxury leather storefront demo
Tools: search_store, check_return_policy
- order-tracking
Chrome Labs order tracking & returns demo
Tools: get_order_status
- real-estate-map
Chrome Labs real estate map demo
Tools: search_location, apply_smart_filters, clear_filters, view_property_details
- sport-shop-angular
Chrome Labs sports equipment storefront demo
Tools: view_product, get_product_info, open_cart, search_product, get_store_promos_and_rules
- ticket-booking
Chrome Labs movie ticket booking demo
Tools: update_location, query_content, select_showtime
- webmcp-maze
Chrome Labs AI-controlled maze game demo
Tools: start_game
- forter.com
Forter helps brands grow their businesses with fraud and payments decisions, built on the world's most intelligent identity network
Tools: list_skills, get_openapi_spec, get_pricing_info, search_documentation, contact_sales, switch_site_language
- podcast.lugassy.net
Podcast on AI, machine learning, programming and technology.
Tools: search_episodes
- emorahealth.com
Online therapy, medication, and ADHD/Autism testing for kids, teens, and young adults. No waitlists, covered by insurance, with copays as low as $0.
Tools: start_here, find_provider, check_availability, about_emora, search_content, browse_pages, get_cost_estimate, book_matching_session, book_appointment, get_crisis_resources
- spree.apparel.monster
Apparel Monster is an online apparel retailer selling men's, women's, and sportswear clothing. 116 products across 30 categories. Prices in USD. Powered by Spree Commerce with a public JSON:API…
Tools: search_products, get_product, list_categories, view_cart, add_to_cart, apply_coupon, go_to_checkout, get_store_info
- rrmacademy.org
RRM Academy: 4,053+ scholarly works, NaProTechnology-grounded courses, and clinical guidance from Dr. Naomi Whittaker, MD, on Restorative Reproductive Medicine for patients and clinicians.
Tools: search_rrm_library, ask_rrm_academy, navigate_to_section
- peppolvalidator.com
Free online Peppol validator. Drop UBL XML invoices and credit notes. Get every BIS Billing 3.0, EN16931 and country-specific schematron error in seconds. No signup, no upload limit, shareable…
Tools: validate_invoice, convert_xml_to_pdf, get_verification_challenge, submit_feedback
- esdeveniments.cat
Discover what's on in Catalonia — concerts, exhibitions, theatre, family activities and free events near you.
Tools: search-events, get-event-details, get-categories, get-places, get-events-by-place
- openfort.io
Embedded wallets, stablecoin payments, and agentic automation for neobanks and AI agents.
Tools: navigate_to_page, search_docs, list_sdks, contact_sales, get_api_references
- webmcp.com
The WebMCP directory — sites exposing tools to AI agents
Tools: about, request_listing, surprise_me, share_on_x, share_on_linkedin
- attio.com
AI-native CRM with WebMCP tools for pricing, newsletter signup, and the startups program.
Tools: view_pricing, subscribe_newsletter, apply_startups_program
- portalmuzyczny.pl
Polish music portal covering artists, albums, concerts, music history, audio gear, vinyl, CDs and streaming.
Tools: searchPortalMuzyczny
- telnyx.com
Carrier-owned global communications platform — voice AI agents, SIP trunking, programmable voice, SMS/MMS, and AI inference on a Tier-1 network.
Tools: site_info
- bandarra.me
WebMCP-enabled text editor with imperative tools for document I/O, workspace CRUD, on-device translation, and sub-agent (planner / researcher / writer / reviewer) delegation.
Tools: list_skills, read_skill, read, read_selection, search, get_metadata, get_current_mode, request_switch_to_editor, edit, write, get_active_doc_info, list_workspace_docs, read_workspace_doc, query_workspace_doc, query_workspace, create_document, rename_document, delete_document, switch_active_document, translate, delegate_to_skill, invoke_agent, invoke_planner, invoke_researcher, invoke_writer, invoke_reviewer, post_comment
- webmcp-shoe-store
React shoe store demo with WebMCP-enabled product browsing and cart
Tools: get_all_store_items, add_to_cart, display_cart, purchase_cart, get_filter_options, filter_by_brand, filter_by_gender, filter_by_category
- webmcp-flight-demo
Flight search & booking demo — imperative and declarative variants
Tools: search_flights
- audit.wordlift.io
Website auditing tool exposing AI readiness analysis via WebMCP
Tools: run-audit
- webmcp-flow
AI-controllable architecture diagram builder with real-time node creation
Tools: add_node, add_edge, remove_node, update_node, get_graph, clear_graph, auto_layout
- smart-home
Chrome Labs smart-home dashboard demo for dynamic device control
Tools: rearrangeDOMComponents
- react-chess
Chess game with exposed tools for board state, moves, and game management
Tools: get-board-state, make-move, get-possible-moves, restart-game, promote-pawn
- web-ai-sdk.dev
TypeScript SDK for the Web's built-in AI APIs (WebMCP, Prompt, Summarizer, Translator, Detector) with optional React hooks
Tools: add_to_cart, search_orders
- attention.com
Attention records your sales touchpoints across meetings, emails, calls, CRMs and more. Our AI agents that learn from that data and automates busywork: follow-ups, next steps, CRM filling, coaching…
Tools: book_demo, search_docs
- mana.am
Your Personal Agent for iPhone. Conversation becomes creation — let Mana do the work. Words turn into action, from spark to ship, all on your iPhone.
Tools: search_community_apps, get_popular_tags, get_public_share, get_creator_profile
- puppyone.ai
Puppyone is the open-source, shared context drive for all your AI agents — connect SaaS data, govern per-agent permissions, version every change in Git. Self-host with Docker. Works with Claude,…
Tools: request_puppyone_developer_support
- nodecraft.com
Deploy a high-performance game server in seconds with Nodecraft. Enjoy low latency, DDoS protection, and the ability to swap between 60+ games instantly. Start your free trial!
Tools: search_knowledgebase, list_supported_games, list_locations
- ricmac.org
Richard MacManus's blog on AI, software, and the web — long-form essays with in-article search and a newsletter subscription tool.
Tools: subscribe_newsletter, find_in_article
- cocktail.glass
Cocktail recipe catalogue — find drinks by ingredient, movie/TV scene, or family; check what you can make with what's on your shelf; pull a full recipe or a random pick.
Tools: search_cocktails, get_cocktail_recipe, find_cocktails_by_ingredient, find_cocktails_in_movie, find_makeable_cocktails, random_cocktail
- withallo.com
Your phone system just got smarter. Connect Allo to Claude, Codex, and any LLM via MCP. Search calls, send SMS, run analytics from chat.
Tools: get_allo_documentation_index, get_allo_api_specification, get_allo_mcp_server_info, get_allo_pricing_info, get_allo_integrations_list
- xseek.io
xSeek helps marketing teams understand what to create and optimize to get cited by ChatGPT, Claude, Perplexity, and Gemini. Clarity that leads to action.
Tools: agent_ready_scan, llms_txt_scan, robots_txt_scan
- match-ai.nl
AI 'colleagues' for SMBs — agents for sales, marketing, customer service, admin, and workflow automation.
Tools: get_match_ai_services, get_match_ai_proposition, recommend_match_ai_use_cases, get_match_ai_knowledge_links, start_match_ai_intake
- match-day.nl
Dutch B2B sales & lead-generation agency — outbound sales, sales outsourcing, training, assessments, and a sales academy.
Tools: get_company_profile, find_service_page, get_intake_links, get_knowledge_sources
- vorim.ai
Identity, permissions, and audit layer for AI agents — scoped least-privilege permissions, trust scoring, and SDKs.
Tools: vorim_get_product_overview, vorim_list_sdks, vorim_list_permission_scopes, vorim_get_plans
- monday.com
Work OS / project & work management platform — boards, CRM, dev, and workflow products.
Tools: navigate_by_use_case
- specification.website
The Website Specification — a platform-agnostic, MIT-licensed spec of the technical features a good website should have.
Tools: search_spec, list_topics, get_topic, open_search, open_checklist
- comparethecloud.net
The UK's leading B2B technology media platform — expert analysis, breaking news, and industry opinions on cloud, AI, cybersecurity, and digital transformation.
Tools: searchSite, findProviders
- identik.me
Identik — Argentine digital-signature and e-signature infrastructure provider. WebMCP tools let an agent browse the company overview, products, industry solutions, the Argentine digital-signature legal framework, and blog, and submit a contact/demo inquiry.
Tools: get_company_info, list_products, get_product_details, list_industries, get_legal_framework, get_blog_articles, contact_company
- friendlyguid.com
Generate secure random or human-readable GUID/UUIDs in your browser, instantly validate existing identifiers, and copy them for use in testing or production. Private by design.
Tools: get_friendly_guid
- pickcrest.com
PickCrest publishes clear, value-focused product shortlists, buyer guides, and comparison pages for practical online shoppers.
Tools: find_cat_toy_guide, list_cat_toy_guides
- redpim.de
redPIM is a cloud Product Information Management (PIM) system for technical wholesalers and mid-market distributors to manage, optimize, and distribute product data across channels, with Claude-powered AI workflows and an MCP server.
Tools: request_consultation
- krawl.sh
Krawl is a deep research agent API that produces 50+ source reports in 90 seconds with full citations, searching the web, X/Twitter, GitHub, academic papers, and crypto/DeFi in parallel. Drop it into Claude Code, OpenClaw, Hermes, or any runtime via API, MCP, or skill.md.
Tools: research, quick_search, ask_krawl
- marketintell.ai
AI analyst desk for stocks, options, and crypto: ask any question and get a sourced, sized, stress-tested trade. Tracks a public, on-chain Polymarket trading record.
Tools: alpha_signals, signal_performance, screener, health, open_signals_feed
- store.tryrankly.com
The official Rankly merch store — tees, polos, jackets, mugs, bottles, and everyday-carry for builders who care about craft. Ships internationally.
Tools: search_products, get_product, list_categories, best_sellers, find_deals, add_to_cart, place_demo_order, view_cart, navigate, authenticate, sign_in, sign_in_demo, returns_policy, faq_support
- automatelab.tech
AutomateLab's free AI-SEO and automation tools (AI SEO checker, AI Overview eligibility, FAQ schema audit, GPTBot/robots helper, llms.txt validator, n8n cost calculator and workflow validator, Zapier/Make/n8n pricing) plus blog and dataset search — each exposed to agents as a WebMCP tool.
Tools: audit_ai_seo, score_ai_overview_eligibility, get_faqpage_schema_template, get_ai_crawler_robots_rules, get_llms_txt_template, estimate_n8n_cost, validate_n8n_workflow, compare_automation_pricing, search_blog, search_automation_errors
- gexlog.com
Daily SPX/SPXW options market briefings — gamma regime classification, key price levels, and trade signals. WebMCP tools expose the current briefing, historical snapshots, date ranges, and gamma-regime history (history endpoints are gated by an x402 USDC micropayment).
Tools: get_current_briefing, get_historical_briefing, get_date_range, get_available_dates, get_regime_history
- north28.studio
Creative studio specialising in strategy, digital products, branding, and audiovisual content. Declarative WebMCP tools let an agent pull studio info and contact details, list the service catalogue, and enumerate the site's public pages.
Tools: get_studio_info, list_services, list_pages
- nycrsvps.com
A reference guide for when popular New York City restaurants (Don Angie, Carbone, and more) release reservations. WebMCP tools let an agent search and filter the tracked restaurants and calculate exactly when bookings open for a chosen date.
Tools: find_restaurants, get_reservation_open_date
- voyacar.com
Voyacar is a vehicle rental marketplace. Its WebMCP tool lets an agent search available rental cars and motorcycles for a city and date range, returning offers with price, agency, location, and a booking link.
Tools: search_rentals
- render.com
Cloud platform for hosting web services, databases, and static sites. Its WebMCP tools let an agent search Render's documentation and fetch the docs, llms.txt, blog, and articles indexes as markdown.
Tools: render.docs.search, render.docs.get-markdown, render.llms.get-index, render.blog.get-index, render.articles.get-index
- jsonstat.com
A JSON-stat dataset explorer: fetch any JSON-stat endpoint (GET or POST) and browse it as an interactive table. WebMCP tools let an agent load a dataset or pick one from a bundle, pivot/filter/sort the table, search cells, export CSV, and read the dataset's metadata, dimensions, and view summary.
Tools: fetch_dataset, select_dataset, set_view_mode, set_dimension_role, filter_dimension, search_data, sort_data, export_csv, get_metadata, get_dimensions, get_data_summary, get_preset_endpoints
- citedy.com
AI-powered SEO agents that automate competitor analysis, content generation, and publishing. Scout, strategize, write, and dominate search results.
Tools: check_robots_txt, check_canonical_tag, validate_json_ld_schema, check_xml_sitemap, check_redirect_chain, check_http_headers, check_hreflang_tags, analyze_page_links, preview_open_graph_tags, check_heading_structure, check_meta_tags
- aifoc.us
Paul Kinlan's blog of essays on how AI is reshaping web development and the web platform. WebMCP tools let an agent list, search, and read the essays, and draft an email to the author.
Tools: contact_paul, list_articles, search_articles, read_article
- v-sum.com
A growing library of technical briefings, live demos and events for people building fintech — wallet infrastructure, stablecoin payments, x402 and agentic commerce. WebMCP tools let an agent fetch the site's llms.txt summary and API catalog and navigate to its demos, interviews and events.
Tools: open_llms_txt, open_api_catalog, navigate_to_path
- flyweel.co
Financial operations platform for ad-spend management — reconciliation, performance tracking and financing rails for businesses running ads. WebMCP tools let an agent calculate the hidden cost of manual ad-invoice reconciliation and join the performance-capital waitlist.
Tools: calculate_ad_reconciliation_cost, join_performance_capital_waitlist
- isitagentready.com
Agent-readiness scanner that grades a website against emerging agent standards — discoverability, content negotiation, bot access controls, protocol discovery (MCP, OAuth, Agent Skills, WebMCP) and commerce protocols (x402, ACP, UCP).
Tools: scan_site
- nohacks.co
No Hacks — a publication of articles, podcasts, and newsletters on web strategy for the AI age: how to make websites discoverable and usable by AI agents (MCP, A2A, NLWeb, AGENTS.md).
Tools: define_term, list_terms, list_agentic_browsers, get_browser
- webmcp.sh
A playground for WebMCP with an in-browser PGLite (Postgres) database — an agent can navigate the app, read the current context, and run gateway operations.
Tools: navigate, get_current_context, list_all_routes, app_gateway
- webmcp-flow.vercel.app
A WebMCP flow-graph playground: an agent can build and edit node-and-edge diagrams — add/remove/update nodes and edges, auto-layout, and read the current graph.
Tools: add_node, add_edge, remove_node, update_node, get_graph, clear_graph, auto_layout
- tamethebots.com
Tame the Bots' Core Web Vitals history tool — charts CrUX History API data for an origin or URL. Exposes a WebMCP tool so an on-page agent can pull the CWV series directly.
Tools: getCWV
- docs.mcp-b.ai
Documentation for MCP-B / WebMCP. The docs site ships WebMCP tools so an agent can search the docs, open skills, and read site info directly.
Tools: search_docs, open_skill, get_docs_info
- antequera.click
Cultural and leisure events agenda for Antequera, Spain — exhibitions, theatre, music, conferences, guided visits, and activities, kept up to date. WebMCP tools let an agent search and filter the events listing.
Tools: buscar_eventos_antequera, filtrar_eventos_por_temas_antequera, limpiar_filtros_eventos_antequera
- reapi.ai
Unified API aggregator providing one endpoint and OpenAI-compatible SDK access to 40+ image, video, chat, music, and code AI models.
Tools: get_reapi_api_reference
- primitive.dev
Email infrastructure for AI agents — API send/receive, managed addresses with JavaScript handlers, and agent-to-agent messaging.
Tools: primitive_overview, primitive_quickstart
- switchai.it
AI agent that parses your Italian energy bill, compares 44+ electricity and gas offers in real time, and walks you through switching providers — with WebMCP tools to estimate savings, read available offers, and submit a subscription.
Tools: calculate_energy_savings, parse_energy_bill, get_available_offers, submit_subscription
- runtype.com
Runtype is an AI product platform for building and deploying AI experiences — agents, flows, and chatbots — across web chat, Slack, email, and API. Its WebMCP tools let an agent search the blog and changelog, browse deployable example products, recommend a pricing plan, and navigate the site.
Tools: search_content, list_examples, get_example, recommend_plan, navigate_to
- eurodz.com
EuroDZ tracks Algeria's parallel-market currency exchange rates against the Algerian Dinar (DZD), refreshed daily, with conversion and historical lookups. Its WebMCP tools let an agent fetch the latest rates, convert amounts between DZD and supported currencies, and look up historical EUR rates.
Tools: get-latest-exchange-rates, convert-currency, get-euro-historical-rate
- agent-ready.dev
Score any website against the Vercel Agent Readability Spec and llmstxt.org standard. Get actionable fixes to make your site AI-agent friendly.
Tools: scan_site, get_scan, ask
- inboxguard.io
Continuous SPF, DKIM, DMARC, MTA-STS, BIMI, and 13-DNSBL monitoring for engineering teams shipping transactional and lifecycle email. Daily scans, instant alerts, hosted DMARC reports.
Tools: scan_domain
- scholar-sidekick.com
Paste a DOI, PMID, ISBN, or arXiv ID and get a clean citation in Vancouver, APA, IEEE, or any of 10,000+ styles. Export to BibTeX, RIS, EndNote, and more.
Tools: resolveIdentifier, formatCitation, exportCitation, checkRetraction, checkOpenAccess, verifyCitation
- yonyon.ai
Yonatan Gross's personal site, building AI in public. WebMCP tools let an agent browse his portfolio projects, ask about his work, read site pages, and grab a link to book an intro call.
Tools: browse_projects, book_intro_call, ask_yonatan, read_site_page