WEBMCP.COM

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.

98 sites
  • baerskintactical.com 9 tools · live · Commerce

    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 7 tools · live · Developer Tools

    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 3 tools · live · AI Agents & Fintech

    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 6 tools · live · Personal & Media

    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 3 tools · live · Productivity & Work

    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 5 tools · live · Personal & Media

    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 16 tools · live · Productivity & Work

    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 6 tools · live · Personal & Media

    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 2 tools · live · AI Agents & Fintech

    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 10 tools · demo · Productivity & Work

    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 4 tools · live · Developer Tools

    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 7 tools · live · AI Agents & Fintech

    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 13 tools · demo · Commerce

    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 2 tools · live · Travel & Booking

    India's bus ticket booking platform

    Tools: searchBuses, get_bus_offers

  • salespeak.ai 1 tool · live · AI Agents & Fintech

    Voice AI agent for sales sites

    Tools: ask_question

  • pizza-maker 7 tools · demo · Playgrounds & Games

    Chrome Labs pizza-builder demo

    Tools: set_pizza_size, set_pizza_style, toggle_layer, add_topping, remove_topping, manage_pizza, share_pizza

  • webmcp-factory 16 tools · demo · Developer Tools

    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 3 tools · live · Personal & Media

    Personal site with WebMCP tools

    Tools: list_contacts, list_blog_posts, send_contact_email

  • react-flightsearch 1 tool · demo · Travel & Booking

    Chrome Labs flight-search demo

    Tools: searchFlights

  • analytics-dashboard 1 tool · demo · Playgrounds & Games

    Chrome Labs analytics dashboard demo

    Tools: query

  • coffee-shop 4 tools · demo · Commerce

    Chrome Labs specialty coffee storefront demo

    Tools: search_catalog, get_order_history, reorder_product, get_machine_specifications

  • doors 3 tools · demo · Playgrounds & Games

    Chrome Labs mystery doors demo

    Tools: openDoor1, openDoor2, openDoor3

  • french-bistro 1 tool · demo · Travel & Booking

    Chrome Labs restaurant reservation demo

    Tools: book_table_le_petit_bistro

  • hotel-chain 3 tools · demo · Travel & Booking

    Chrome Labs hotel booking demo

    Tools: search_location, lookup_amenity, view_hotel

  • leather-bag 2 tools · demo · Commerce

    Chrome Labs luxury leather storefront demo

    Tools: search_store, check_return_policy

  • order-tracking 1 tool · demo · Commerce

    Chrome Labs order tracking & returns demo

    Tools: get_order_status

  • real-estate-map 4 tools · demo · Travel & Booking

    Chrome Labs real estate map demo

    Tools: search_location, apply_smart_filters, clear_filters, view_property_details

  • sport-shop-angular 5 tools · demo · Commerce

    Chrome Labs sports equipment storefront demo

    Tools: view_product, get_product_info, open_cart, search_product, get_store_promos_and_rules

  • ticket-booking 3 tools · demo · Travel & Booking

    Chrome Labs movie ticket booking demo

    Tools: update_location, query_content, select_showtime

  • webmcp-maze 1 tool · demo · Playgrounds & Games

    Chrome Labs AI-controlled maze game demo

    Tools: start_game

  • forter.com 6 tools · live · AI Agents & Fintech

    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 1 tool · live · Personal & Media

    Podcast on AI, machine learning, programming and technology.

    Tools: search_episodes

  • emorahealth.com 10 tools · live · Health & Education

    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 8 tools · live · Commerce

    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 3 tools · live · Health & Education

    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 4 tools · live · Developer Tools

    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 5 tools · live · Travel & Booking

    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 5 tools · live · AI Agents & Fintech

    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 5 tools · live · Developer Tools

    The WebMCP directory — sites exposing tools to AI agents

    Tools: about, request_listing, surprise_me, share_on_x, share_on_linkedin

  • attio.com 3 tools · live · Productivity & Work

    AI-native CRM with WebMCP tools for pricing, newsletter signup, and the startups program.

    Tools: view_pricing, subscribe_newsletter, apply_startups_program

  • portalmuzyczny.pl 1 tool · live · Personal & Media

    Polish music portal covering artists, albums, concerts, music history, audio gear, vinyl, CDs and streaming.

    Tools: searchPortalMuzyczny

  • telnyx.com 1 tool · live · AI Agents & Fintech

    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 27 tools · demo · Developer Tools

    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 8 tools · demo · Commerce

    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 1 tool · demo · Travel & Booking

    Flight search & booking demo — imperative and declarative variants

    Tools: search_flights

  • audit.wordlift.io 1 tool · live · Developer Tools

    Website auditing tool exposing AI readiness analysis via WebMCP

    Tools: run-audit

  • webmcp-flow 7 tools · demo · Developer Tools

    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 1 tool · demo · Playgrounds & Games

    Chrome Labs smart-home dashboard demo for dynamic device control

    Tools: rearrangeDOMComponents

  • react-chess 5 tools · demo · Playgrounds & Games

    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 2 tools · live · Developer Tools

    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 2 tools · live · Productivity & Work

    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 4 tools · live · AI Agents & Fintech

    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 1 tool · live · Developer Tools

    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 3 tools · live · Developer Tools

    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 2 tools · live · Personal & Media

    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 6 tools · live · Personal & Media

    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 5 tools · live · AI Agents & Fintech

    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 3 tools · live · Developer Tools

    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 5 tools · live · AI Agents & Fintech

    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 4 tools · live · AI Agents & Fintech

    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 4 tools · live · AI Agents & Fintech

    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 1 tool · live · Productivity & Work

    Work OS / project & work management platform — boards, CRM, dev, and workflow products.

    Tools: navigate_by_use_case

  • specification.website 5 tools · live · Developer Tools

    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 2 tools · live · Personal & Media

    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 7 tools · live · Productivity & Work

    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 1 tool · live · Developer Tools

    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 2 tools · live · Commerce

    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 1 tool · live · Productivity & Work

    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 3 tools · live · AI Agents & Fintech

    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 5 tools · live · AI Agents & Fintech

    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 14 tools · live · Commerce

    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 10 tools · live · Developer Tools

    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 5 tools · live · AI Agents & Fintech

    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 3 tools · live · Personal & Media

    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 2 tools · live · Travel & Booking

    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 1 tool · live · Travel & Booking

    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 5 tools · live · Developer Tools

    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 12 tools · live · Developer Tools

    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 11 tools · live · Developer Tools

    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 4 tools · live · Personal & Media

    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 3 tools · live · AI Agents & Fintech

    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 2 tools · live · AI Agents & Fintech

    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 1 tool · live · Developer Tools

    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 4 tools · live · Developer Tools

    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 4 tools · demo · Playgrounds & Games

    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 7 tools · demo · Developer Tools

    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 1 tool · live · Developer Tools

    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 3 tools · live · Developer Tools

    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 3 tools · live · Personal & Media

    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 1 tool · live · Developer Tools

    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 2 tools · live · Developer Tools

    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 4 tools · live · AI Agents & Fintech

    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 5 tools · live · Developer Tools

    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 3 tools · live · AI Agents & Fintech

    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 3 tools · live · Developer Tools

    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 1 tool · live · Developer Tools

    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 6 tools · live · Health & Education

    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 4 tools · live · Personal & Media

    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

Frequently Asked

What is WebMCP?

WebMCP lets a website expose tools (typed, callable functions) to AI agents directly in the browser via document.modelContext. An agent on the page can discover those tools and call them, instead of scraping the DOM. webmcp.com is a live directory of sites that ship them.

How is WebMCP different from MCP?

The Model Context Protocol (MCP) connects AI models to servers and tools. WebMCP is the in-browser surface: a page declares its tools on document.modelContext (the proposed W3C WebMachineLearning API), so an agent running in the user's browser can use them with the page's own session and permissions.

How do I get my site listed?

Ship WebMCP tools on your site (via document.modelContext or the @mcp-b/webmcp polyfill), then submit it through the “Add your site” box on webmcp.com. Our scanner verifies the tools are live before listing.

Can AI agents and crawlers read this directory programmatically?

Yes. Every listing is available as JSON at /api/v1/sites and /api/v1/sites/<host>, with an OpenAPI spec at /api/openapi.json. See the API for Agents page.

For Agents

Install in one command nekuda-ai/webmcp

Adds a Claude Code skill — discover sites in this directory, inspect each tool's schema, and interact with WebMCP tools remotely from a Playwright-driven browser. No extension required.

npx skills add nekuda-ai/webmcp
API for Agents Full API docs

Query the directory programmatically — list sites, inspect each tool's input schema, probe a URL with /api/v1/lookup, or pull aggregate counts. Read-only JSON, no auth, CORS open. Stub-only sites (modelContext present but no registered tools) are excluded.

OpenAPI 3.1 spec at /api/openapi.json · full reference at /api-docs