{"schemaVersion":1,"generatedAt":"2026-10-18T11:12:33.237Z","name":"Agent-Native Web Index","purpose":"Measure which websites treat autonomous software as a first-class audience and which capabilities make those sites practically useful to agents.","counts":{"total":1800,"madeForMachines":0,"agentNative":0,"agentReady":11,"agentAccessible":453,"emerging":1336,"webmcp":500,"x402":1310,"bothWebmcpAndX402":11},"meanScore":26.9,"methodology":{"scoreRange":"0-100","dimensions":{"agentAudience":15,"machineDiscovery":15,"toolAvailability":15,"autonomousUsability":15,"economicAgency":15,"machineReadable":10,"reliability":10,"interoperability":5},"classifications":{"made-for-machines":"80-100","agent-native":"65-79","agent-ready":"50-64","agent-accessible":"35-49","emerging":"0-34"},"evidenceRule":"A score is derived from observed directory membership and direct public machine-surface probes. Authentication errors and generic method errors do not count as evidence that a machine-discovery document exists. A site receives no ownership or sponsorship bonus.","noHumanDependenceAssumption":"A machine-readable surface does not prove every task can complete autonomously. Autonomous-usability points require callable WebMCP tools or observed x402 service evidence.","economicRule":"x402 support contributes only to economic-agency and related interoperability/usability dimensions. Payment support alone cannot create a high total score."},"filters":{"host":null,"q":null,"classification":null,"category":null,"protocol":null},"pagination":{"total":1800,"offset":0,"limit":100,"nextOffset":100},"sites":[{"host":"gexlog.com","name":"gexlog.com","url":"https://gexlog.com","description":"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).","categories":["Finance & Crypto","market-data"],"capabilities":["get_current_briefing","get_historical_briefing","get_date_range","get_available_dates","get_regime_history","market-data"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/gexlog.com","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/gexlog.com","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer"],"x402":true,"x402Score":0,"x402Grade":"D","x402EndpointCount":3,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":63,"classification":"agent-ready","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":15,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"scvd.store","name":"scvd.store","url":"https://scvd.store","description":"An evidence observatory for agentic commerce: preflight an x402 door before paying, free conformance checks on the signed receipt after, a Bitcoin-anchored corpus over time. USDC on Base, Polygon,…","categories":["Finance & Crypto","crypto","sports"],"capabilities":["read_store_guide","preflight_endpoint","look_at_door","check_before_you_pay","check_conformance","verify_artifact","check_order","find_in_catalog","crypto","sports"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/scvd.store","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/scvd.store","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["answer","act"],"x402":true,"x402Score":0,"x402Grade":"D","x402EndpointCount":39,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":63,"classification":"agent-ready","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":15,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"stacktr.ee","name":"stacktr.ee","url":"https://stacktr.ee","description":"When your agent emits HTML (specs, PR writeups, status reports, custom editors), Stacktree is the private link you share. Unguessable by default, replace-in-place, MCP-native.","categories":["Developer Tools","crypto"],"capabilities":["stacktree_publish_html","stacktree_open_dashboard","stacktree_view_pricing","stacktree_view_docs","stacktree_copy_install_command","crypto"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/stacktr.ee","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/stacktr.ee","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act","answer"],"x402":true,"x402Score":0,"x402Grade":"A","x402EndpointCount":2,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":63,"classification":"agent-ready","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":14.584962500721156,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"telnyx.com","name":"telnyx.com","url":"https://telnyx.com","description":"Carrier-owned global communications platform — voice AI agents, SIP trunking, programmable voice, SMS/MMS, and AI inference on a Tier-1 network.","categories":["Developer Tools","ai"],"capabilities":["ask_telnyx","get_pricing","get_docs_index","site_info","ai"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/telnyx.com","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/telnyx.com","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer"],"x402":true,"x402Score":0,"x402Grade":"D","x402EndpointCount":4,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":63,"classification":"agent-ready","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":14.965784284662085,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"miroshark.xyz","name":"miroshark.xyz","url":"https://miroshark.xyz","description":"Simulate real personas and market reactions on any scenario you describe. Hundreds of grounded AI agents post, argue, trade, and shift their views hour by hour.","categories":["AI & Agents","ai"],"capabilities":["miroshark_overview","miroshark_run","miroshark_resources","ask_miroshark","suggest_scenarios","get_ecosystem","get_health","open_run_panel","ai"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/miroshark.xyz","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/miroshark.xyz","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["act","answer"],"x402":true,"x402Score":0,"x402Grade":"A","x402EndpointCount":1,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":62,"classification":"agent-ready","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":14,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"agent-ready.dev","name":"agent-ready.dev","url":"https://agent-ready.dev","description":"Score any website against the Vercel Agent Readability Spec and llmstxt.org standard. Get actionable fixes to make your site AI-agent friendly.","categories":["Developer Tools","commerce"],"capabilities":["scan_site","get_scan","ask","commerce"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/agent-ready.dev","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/agent-ready.dev","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":3,"webmcpKinds":["act","answer"],"x402":true,"x402Score":0,"x402Grade":"A","x402EndpointCount":1,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":61,"classification":"agent-ready","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":13,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"agentline.cloud","name":"agentline.cloud","url":"https://agentline.cloud","description":"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.","categories":["AI & Agents","commerce"],"capabilities":["get_pricing","get_features","get_skill_file","commerce"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/agentline.cloud","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/agentline.cloud","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":3,"webmcpKinds":["answer"],"x402":true,"x402Score":0,"x402Grade":"A","x402EndpointCount":1,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":61,"classification":"agent-ready","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":13,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"northeastdealintel.com","name":"northeastdealintel.com","url":"https://northeastdealintel.com","description":"Weekly scored commercial real estate deal alerts for CT, NY, NJ, PA, MA and New England. 1031 exchange replacement properties, NNN deals, opportunity zones. Free to start.","categories":["Finance & Crypto","search","market-data"],"capabilities":["search_deals","get_market_benchmarks","get_market_summary","get_sell_signal","score_deal","search","market-data"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/northeastdealintel.com","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/northeastdealintel.com","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","act"],"x402":true,"x402Score":0,"x402Grade":"D","x402EndpointCount":4,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":56,"classification":"agent-ready","dimensions":{"agentAudience":5,"machineDiscovery":4,"toolAvailability":15,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"quicknode.com","name":"quicknode.com","url":"https://quicknode.com","description":"Tools & infra to build and scale high-quality blockchain applications.","categories":["Developer Tools","crypto"],"capabilities":["quicknode_get_pricing","quicknode_list_chains","quicknode_search_guides","quicknode_create_endpoint","quicknode_get_agent_info","crypto"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/quicknode.com","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/quicknode.com","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","act"],"x402":true,"x402Score":0,"x402Grade":"A","x402EndpointCount":3,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":56,"classification":"agent-ready","dimensions":{"agentAudience":5,"machineDiscovery":4,"toolAvailability":15,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"quokkapix.com","name":"quokkapix.com","url":"https://quokkapix.com","description":"Open the QuokkaPix image editor app. Resize, crop, compress, convert, remove backgrounds, watermark and run batch workflows locally in your browser.","categories":["Media & Personal","sports"],"capabilities":["quokkapix.get_contract","quokkapix.get_state","quokkapix.get_result_manifest","quokkapix.get_payment_policy","quokkapix.list_recipes","quokkapix.list_rule_profiles","quokkapix.get_rule_profile","quokkapix.get_recipe","quokkapix.validate_recipe","quokkapix.apply_recipe","quokkapix.apply_settings","quokkapix.set_unlock_token","quokkapix.start","quokkapix.cancel","sports"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/quokkapix.com","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/quokkapix.com","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":14,"webmcpKinds":["act","answer","transact"],"x402":true,"x402Score":0,"x402Grade":"D","x402EndpointCount":1,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":55,"classification":"agent-ready","dimensions":{"agentAudience":5,"machineDiscovery":4,"toolAvailability":14,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"clashofcoins.com","name":"clashofcoins.com","url":"https://clashofcoins.com","description":"Clash of Coins - dynamic MMORPG. Conquer the planet, rule the world.","categories":["Media & Personal","data"],"capabilities":["clash_discovery","clash_open_resource","clash_scroll_section","data"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/clashofcoins.com","type":"directory-observation"},{"source":"market402-operators","url":"https://market402.com/operators/clashofcoins.com","type":"probe-derived-directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":3,"webmcpKinds":["answer","act"],"x402":true,"x402Score":0,"x402Grade":"A","x402EndpointCount":1,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":54,"classification":"agent-ready","dimensions":{"agentAudience":5,"machineDiscovery":4,"toolAvailability":13,"autonomousUsability":10,"economicAgency":10,"machineReadable":4,"reliability":4,"interoperability":4}},{"host":"webmcp.com","name":"WebMCP Directory","url":"https://webmcp.com","description":"The WebMCP directory — sites exposing tools to AI agents","categories":["Developer Tools"],"capabilities":["search_directory","get_site_tools","open_site_page","initiate_site_check","get_check_result","initiate_webmcp_build","search_webmcp_guides","get_benchmark_results","record_unsupported_request","suggest_resource"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/webmcp.com","type":"directory-observation"},{"source":"direct-public-probe","url":"https://webmcp.com/llms.txt","type":"llms","status":200},{"source":"direct-public-probe","url":"https://webmcp.com/","type":"home","status":200}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":10,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":true,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":true},"score":49,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":7,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":6,"reliability":4,"interoperability":2}},{"host":"machineobserver.com","name":"Machine Observer","url":"https://machineobserver.com","description":"","categories":["ai"],"capabilities":["ai"],"evidence":[{"source":"market402-operators","url":"https://market402.com/operators/machineobserver.com","type":"probe-derived-directory-observation"},{"source":"direct-public-probe","url":"https://machineobserver.com/llms.txt","type":"llms","status":200},{"source":"direct-public-probe","url":"https://machineobserver.com/openapi.json","type":"openapi","status":200},{"source":"direct-public-probe","url":"https://machineobserver.com/.well-known/agent-card.json","type":"agentCard","status":200},{"source":"direct-public-probe","url":"https://machineobserver.com/.well-known/agent.json","type":"agentManifest","status":200},{"source":"direct-public-probe","url":"https://machineobserver.com/.well-known/x402","type":"x402","status":200},{"source":"direct-public-probe","url":"https://machineobserver.com/SKILL.md","type":"skill","status":200},{"source":"direct-public-probe","url":"https://machineobserver.com/","type":"home","status":200}],"signals":{"webmcp":false,"webmcpLive":false,"webmcpToolCount":0,"webmcpKinds":[],"x402":true,"x402Score":0,"x402Grade":"A","x402EndpointCount":2,"x402VerifiedCount":0,"llmsTxt":true,"openapi":true,"agentCard":true,"agentManifest":true,"x402Discovery":true,"skillFile":true,"homepageAgentLanguage":true},"score":47,"classification":"agent-accessible","dimensions":{"agentAudience":10,"machineDiscovery":11,"toolAvailability":4.584962500721156,"autonomousUsability":2,"economicAgency":10,"machineReadable":6,"reliability":0,"interoperability":3}},{"host":"milliapi.com","name":"MilliAPI","url":"https://milliapi.com","description":"","categories":["ai"],"capabilities":["ai"],"evidence":[{"source":"market402-operators","url":"https://market402.com/operators/milliapi.com","type":"probe-derived-directory-observation"},{"source":"direct-public-probe","url":"https://milliapi.com/llms.txt","type":"llms","status":200},{"source":"direct-public-probe","url":"https://milliapi.com/openapi.json","type":"openapi","status":200},{"source":"direct-public-probe","url":"https://milliapi.com/.well-known/agent-card.json","type":"agentCard","status":200},{"source":"direct-public-probe","url":"https://milliapi.com/.well-known/agent.json","type":"agentManifest","status":200},{"source":"direct-public-probe","url":"https://milliapi.com/.well-known/x402","type":"x402","status":200},{"source":"direct-public-probe","url":"https://milliapi.com/SKILL.md","type":"skill","status":200},{"source":"direct-public-probe","url":"https://milliapi.com/","type":"home","status":200}],"signals":{"webmcp":false,"webmcpLive":false,"webmcpToolCount":0,"webmcpKinds":[],"x402":true,"x402Score":0,"x402Grade":"C","x402EndpointCount":4,"x402VerifiedCount":0,"llmsTxt":true,"openapi":true,"agentCard":true,"agentManifest":true,"x402Discovery":true,"skillFile":true,"homepageAgentLanguage":true},"score":47,"classification":"agent-accessible","dimensions":{"agentAudience":10,"machineDiscovery":11,"toolAvailability":5.321928094887362,"autonomousUsability":2,"economicAgency":10,"machineReadable":6,"reliability":0,"interoperability":3}},{"host":"9bot.com.br","name":"9bot.com.br","url":"https://9bot.com.br/","description":"Automate WhatsApp groups, alerts, commands, news, and API integrations. 9bot connects portals, systems, and operational workflows.","categories":["Productivity & Business"],"capabilities":["ninebot_get_agent_endpoints","ninebot_get_capabilities","ninebot_get_authentication_info","start_9bot_trial","explore_9bot_feature","explore_9bot_mcp","browse_9bot_articles","open_9bot_free_tool","ask_9bot_assistant"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/9bot.com.br","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":9,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"a2a.global","name":"a2a.global","url":"https://a2a.global/","description":"Expert human second opinions on AI-generated content — qualified professionals review and validate AI output, with dedicated integration paths for AI agents and LLMs.","categories":["AI & Agents"],"capabilities":["become_an_expert","go_to_for_ai_agents","go_to_for_llms","go_to_login","go_to_news","go_to_sign_up"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/a2a.global","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":6,"webmcpKinds":["act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"actmorehuman.com","name":"actmorehuman.com","url":"https://www.actmorehuman.com/","description":"Make ChatGPT, Claude, Gemini, Perplexity, and Grok sound natural. Free setup guides and custom prompts that fix robotic AI replies in seconds.","categories":["AI & Agents"],"capabilities":["search_guides","get_guide","list_assistants","get_setup_steps","get_wizard_options","build_humanizer_prompt","list_products","start_checkout","subscribe_to_updates"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/actmorehuman.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":9,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"adspirer.com","name":"adspirer.com","url":"https://www.adspirer.com/","description":"Adspirer is the AI paid media manager — an MCP server that plans, builds, monitors, and optimizes campaigns across Google, Meta, Amazon, LinkedIn, TikTok, and ChatGPT Ads, working inside ChatGPT,…","categories":["AI & Agents"],"capabilities":["ask_site","get_adspirer_agent_context","get_pricing","list_integrations","get_setup_guide","open_adspirer_destination"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/adspirer.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":6,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"aeon.fun","name":"aeon.fun","url":"https://www.aeon.fun/","description":"Aeon","categories":["AI & Agents"],"capabilities":["aeon_overview","aeon_setup_command","list_skills","search_skills","list_resources"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/aeon.fun","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"agagentready.com","name":"agagentready.com","url":"https://agagentready.com/","description":"Scan your website to see what AI assistants and agents can discover, understand and do. Source-level signals and live browser-observed capabilities are reported separately.","categories":["AI & Agents"],"capabilities":["run_website_scan","check_webmcp","get_scan_report","search_webmcp_directory","get_directory_listing"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/agagentready.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"agentic-mcps.github.io","name":"agentic-mcps.github.io","url":"https://agentic-mcps.github.io/go","description":"Local Go MCP server and CLI giving external coding agents workspace context, durable change continuity, guarded refactoring, and evidence-backed verification.","categories":["Developer Tools"],"capabilities":["search_documentation","get_quickstart","generate_install_command","generate_mcp_config","get_tool_catalog","get_verification_sample","inspect_verification_step","get_faq_answers","get_contract_specification"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/agentic-mcps.github.io","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":9,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"agentmarkup.dev","name":"agentmarkup.dev","url":"https://agentmarkup.dev/studio","description":"Configure, inspect, and compile a coherent machine-readable website surface with visible agent tools, deterministic findings, and install-ready agentmarkup artifacts.","categories":["Developer Tools"],"capabilities":["scan_images_c2pa","inspect_image_c2pa","get_studio_state","set_site_identity","set_access_policy","curate_agent_pages","configure_agent_card","compile_agent_surface","export_build_plan","inspect_site"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/agentmarkup.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":10,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"agentronics.dev","name":"agentronics.dev","url":"https://agentronics.dev/","description":"Agents are everywhere and you're losing traffic to fragile scraping. The Agentronics SDK + WebMCP give agents a structured, governed interface to your site — with a dashboard to control it.","categories":["AI & Agents"],"capabilities":["get_pricing","recommend_plan","compare_features","get_product_overview","search_docs","book_demo","start_signup","navigate_to"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/agentronics.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"aicontentdrop.com","name":"aicontentdrop.com","url":"https://aicontentdrop.com/","description":"Create video with AI using 35+ models in one platform: Kling 3.0, Veo-3, SORA 2, Hailuo & more. Chat-to-video AI, multi-model generation. Start free.","categories":["AI & Agents"],"capabilities":["scan_images_c2pa","inspect_image_c2pa","list_models","estimate_credit_cost","search_articles","get_article","generate_video","get_generation","list_generations","get_account"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/aicontentdrop.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":10,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"aidan.buzz","name":"aidan.buzz","url":"https://aidan.buzz/","description":"Meet Aidan: the agent who chases your overdue invoices politely until they're paid — recovering money you're owed for $299/mo, no awkward calls. Weekly value ledger proves it.","categories":["AI & Agents"],"capabilities":["get_agent_summary","get_pricing","start_subscription","brief_agent","get_policies"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/aidan.buzz","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"aifoc.us","name":"aifoc.us","url":"https://aifoc.us/","description":"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.","categories":["Media & Personal"],"capabilities":["scan_images_c2pa","inspect_image_c2pa","contact_paul","list_articles","search_articles","read_article"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/aifoc.us","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":6,"webmcpKinds":["act","answer","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"ambios-ai.vercel.app","name":"ambios-ai.vercel.app","url":"https://ambios-ai.vercel.app/","description":"A WebMCP-native workspace for humans and agents to collaborate on safer operations.","categories":["AI & Agents"],"capabilities":["ambios.nango.get_status","ambios.identity.get_current_user","ambios.list_incidents","ambios.incident.get_incident_context","ambios.incident.suggest_hotfixes","ambios.workspace.get_current_context","get_workspace_readiness","get_current_workspace_context","ambios.console.list_agent_actions","ambios.docs.get_doc","ambios.backend.get_status","ambios.payments.check_budget","ambios.guardrails.evaluate_guardrails","ambios.integrations.get_status","search_products","github.dependabot.list_alerts","github.code-scanning.list_alerts","github.secret-scanning.list_alerts"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/ambios-ai.vercel.app","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":18,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"amicited.com","name":"amicited.com","url":"https://www.amicited.com/","description":"AmICited is the AI search visibility tool that tracks how ChatGPT, Perplexity, Gemini and Google AI Overviews cite your brand, and shows what to publish to grow on AI search.","categories":["AI & Agents"],"capabilities":["search_amicited","lookup_ai_search_term","get_amicited_pricing","start_ai_visibility_check"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/amicited.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"automatelab.tech","name":"automatelab.tech","url":"https://automatelab.tech/","description":"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.","categories":["Developer Tools"],"capabilities":["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"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/automatelab.tech","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":10,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"awaytravel.com","name":"awaytravel.com","url":"https://www.awaytravel.com/","description":"Away Travel is a direct-to-consumer luggage and travel accessories brand. Its WebMCP tools make the storefront agent-shoppable: browse collections, search the catalog, fetch product details with variant options, manage the cart (add, update, remove), and drive checkout — all without page-level navigation unless requested.","categories":["Commerce"],"capabilities":["search_catalog","browse_store","get_product","show_variant","get_cart","update_cart","cancel_cart","proceed_to_checkout","manage_orders","search_shop_policies_and_faqs"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/awaytravel.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":10,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"b150.ai","name":"b150.ai","url":"https://b150.ai/","description":"The professional network reimagined for Gen AI builders; where creators connect, learn, and launch real products together","categories":["AI & Agents"],"capabilities":["get_b150_info","search_b150_marketplace","get_b150_free_resources","register_b150_vibeathon"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/b150.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"baerskintactical.com","name":"baerskintactical.com","url":"https://baerskintactical.com/","description":"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.","categories":["Commerce"],"capabilities":["get_product","list_products_in_channel","view_cart","add_to_cart","remove_from_cart","apply_coupon","start_checkout","fill_shipping_address","lookup_order"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/baerskintactical.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":9,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"cadence-webmcp.ashrafahmed1232.workers.dev","name":"cadence-webmcp.ashrafahmed1232.workers.dev","url":"https://cadence-webmcp.ashrafahmed1232.workers.dev/","description":"An agent-native issue tracker built on WebMCP. Triage, dedupe, and re-prioritize with an agent that has real, scoped, dynamic tools, not screen-scraped buttons.","categories":["Productivity & Business"],"capabilities":["list_issues","get_issue","search_issues","get_board_state","get_current_selection","list_labels","list_cycles","get_activity","create_issue","triage_inbox","find_duplicates","merge_duplicates","split_issue","bulk_update","summarize_cycle","estimate_and_rank"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/cadence-webmcp.ashrafahmed1232.workers.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":16,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"caleralabs.com","name":"caleralabs.com","url":"https://caleralabs.com/","description":"Domain AI infrastructure and persistent 4D lattice memory for enterprise AI agents. Delivering zero-hallucination SEC financial intelligence and persistent context memory via FinanceSec and Infinite…","categories":["AI & Agents"],"capabilities":["calera.icx.claim-1m-nodes","calera.icx.query-memory","calera.icx.store-memory","calera.sec.search-filings","calera.sec.get-metric-exact","calera.sec.navigate-filing-section","calera.sec.viewer-jump-section","calera.sec.search-footnotes","calera.sec.highlight-viewer-statement","calera.icx.query-memory-context","calera.nav.navigate-product","calera.nav.search-docs","calera.navigate-product","calera.search-docs","calera_search_documentation","calera_portfolio_hero_search"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/caleralabs.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":16,"webmcpKinds":["act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"camjam.co.nz","name":"camjam.co.nz","url":"https://www.camjam.co.nz/","description":"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.","categories":["Media & Personal"],"capabilities":["get_all_surf_spots","get_surf_spot","get_spots_by_region","get_spot_forecast","get_spot_tides"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/camjam.co.nz","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"cesium-browser-agent.pages.dev","name":"cesium-browser-agent.pages.dev","url":"https://cesium-browser-agent.pages.dev/","description":"Cesium Agent Lab","categories":["AI & Agents"],"capabilities":["flyTo","setView","getView","zoomToExtent","saveViewpoint","loadViewpoint","listViewpoints","exportScene","addMarker","addLabel","addModel","addPolygon","addPolyline","updateEntity","removeEntity","batchAddEntities","queryEntities","getEntityProperties","addGeoJsonLayer","addGeoJsonPrimitive","listLayers","getLayerSchema","removeLayer","clearAll","setLayerVisibility","updateLayerStyle","setBasemap","lookAtTransform","startOrbit","stopOrbit","setCameraOptions","addBillboard","addBox","addCorridor","addCylinder","addEllipse","addRectangle","addWall","createAnimation","controlAnimation"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/cesium-browser-agent.pages.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":61,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"chrissaautomates.com","name":"chrissaautomates.com","url":"https://chrissaautomates.com/agent-utility-index","description":"See how AI research agents can decide when to stop, escalate, switch retrieval routes, and avoid unnecessary paid calls using measured benchmark evidence.","categories":["AI & Agents"],"capabilities":["recommend_agent_retrieval_strategy","get_agent_utility_index_evidence","create_evidence_contract","inspect_evidence_gaps","run_direct_evidence_check","recommend_evidence_retrieval","approve_firecrawl_escalation","check_action_clearance","get_evidence_decision_report","research_and_verify_web_question","build_verified_shortlist","get_verified_shortlist","refine_verified_shortlist","create_research_board","get_research_board","add_research_candidate","update_candidate_evidence","get_missing_checks"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/chrissaautomates.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":18,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"citedy.com","name":"citedy.com","url":"https://www.citedy.com/","description":"AI-powered SEO agents that automate competitor analysis, content generation, and publishing. Scout, strategize, write, and dominate search results.","categories":["Developer Tools"],"capabilities":["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"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/citedy.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":11,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"civicdata.co.uk","name":"civicdata.co.uk","url":"https://civicdata.co.uk/","description":"Resolve a London postcode and access cited Census, fire, crime, road safety and planning data through the web, REST API, CLI or MCP.","categories":["Developer Tools"],"capabilities":["resolve_location","get_census_data","get_fire_data","get_property_sales","get_epc_data","get_property_price_per_area","get_deprivation_data","get_council_tax_rates","get_connectivity_data","get_income_data","get_radon_data","resolve_uprn","get_property_tribunal_decisions","get_source_info"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/civicdata.co.uk","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":14,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"consequence-webmcp.ashrafahmed1232.workers.dev","name":"consequence-webmcp.ashrafahmed1232.workers.dev","url":"https://consequence-webmcp.ashrafahmed1232.workers.dev/","description":"A fictional high-stakes application built on WebMCP, where every field has a permission class: your agent can fill what it's qualified to fill, and is refused, with a reason, on attestations and…","categories":["Productivity & Business"],"capabilities":["get_application_status","list_open_questions","list_blocking_items","explain_requirement","get_section","get_provenance_report","list_evidence","list_review_items","get_history","navigate_to_section","answer_question","propose_answer","validate_section","request_human_action","request_evidence","add_review_comment","check_consistency","summarize_application","read_evidence"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/consequence-webmcp.ashrafahmed1232.workers.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":19,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"cutoff-webmcp.vercel.app","name":"cutoff-webmcp.vercel.app","url":"https://cutoff-webmcp.vercel.app/","description":"Cutoff helps restaurant managers recalculate inventory and labor after booking or event changes before a supplier deadline.","categories":["Productivity & Business"],"capabilities":["get_order_context","get_line_detail","add_local_signal","create_order_preview","save_handoff_receipt","open_section","get_stock_status","record_stock_count","log_waste","get_labor_plan","add_labor_signal","create_labor_preview","get_shift_log","add_shift_note"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/cutoff-webmcp.vercel.app","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":14,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"demo.cartwright.app","name":"demo.cartwright.app","url":"https://demo.cartwright.app/","description":"A live demo store built with Cartwright — single-origin coffee, brewing gear, and a working checkout. Next.js, Prisma, Stripe, MCP, and the modern web platform baseline (View Transitions, native…","categories":["Commerce"],"capabilities":["calculate_brew_ratio","search_products","get_cart","navigate","site_search","newsletter_signup"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/demo.cartwright.app","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":6,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"demo.openforagents.com","name":"demo.openforagents.com","url":"https://demo.openforagents.com/","description":"Open for Agents WebMCP demos for declarative browser-agent actions.","categories":["Commerce"],"capabilities":["get_site_info_api","list_post_types_api","get_navigation_api","list_posts_api","search_posts_api","get_post_api","get_terms_api","woo_search_products_api","woo_get_product_api","woo_get_product_categories_api","browse_products_api","woo_inspect_cart","woo_add_to_cart","woo_update_cart_quantity","woo_remove_cart_item","woo_reset_cart","set_buddy_color","set_buddy_hat","set_buddy_accessory","set_buddy_mood","set_buddy_scene","set_base","add_filling","add_topping","add_sauce","set_garnish","plate_it"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/demo.openforagents.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":27,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"eduardocruz.com","name":"eduardocruz.com","url":"https://eduardocruz.com/","description":"Senior Laravel engineer & AI-native fractional CTO. 25 years building web apps; I ship production AI agents with the Laravel AI SDK, Claude Code & MCP. $60/hr.","categories":["Productivity & Business"],"capabilities":["list_engagement_packages","simulate_package","compare_packages","prepare_inquiry","send_inquiry"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/eduardocruz.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"ejaj.cz","name":"ejaj.cz","url":"https://www.ejaj.cz/","description":"ejaj.cz","categories":["AI & Agents"],"capabilities":["search_ai_tools","get_ai_tool","list_ai_tool_categories","get_newest_ai_tools","get_ai_news","open_in_catalog","add_tool_to_favorites","list_favorite_tools"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/ejaj.cz","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"emosapien.com","name":"emosapien.com","url":"https://emosapien.com/","description":"Emosapien gives therapy practices a team of AI agents for session notes, client engagement, and practice management. Join 10,000+ therapists saving 3+ hours per week.","categories":["Health & Education"],"capabilities":["get_pricing","compare_to","estimate_roi","search_resources","subscribe_to_newsletter"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/emosapien.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"export.tools","name":"export.tools","url":"https://export.tools/","description":"Export any Poe chat as a zip: full transcript plus every image, video, and file. Tag @export-chat in Poe, then upload it here. Free, runs in your browser.","categories":["AI & Agents"],"capabilities":["get_export_summary","list_attachments","get_chat_messages","load_poe_share","load_poe_transcript","download_attachments_zip","set_view_mode","clear_export"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/export.tools","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"flightsweeper-webmcp.vercel.app","name":"flightsweeper-webmcp.vercel.app","url":"https://flightsweeper-webmcp.vercel.app/","description":"Define bounded flight-purchasing authority, then let a browser agent search, evaluate, and execute a safe sandbox booking through WebMCP.","categories":["Travel & Events"],"capabilities":["read_flight_mission","search_flights","tighten_flight_mission","compare_visible_offers","select_offer","refresh_selected_offer","evaluate_purchase","purchase_selected_offer","get_booking_receipt","revoke_purchase_authority"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/flightsweeper-webmcp.vercel.app","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":10,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"fume.finance","name":"fume.finance","url":"https://fume.finance/","description":"We deliver and manage AI agents that take over the manual work in fund operations, at 20% of what the work costs by hand. Built for fund administrators, fund managers and family offices.","categories":["Finance & Crypto"],"capabilities":["search_tokenized_funds","search_fund_service_providers","search_fume_docs","read_page_as_markdown"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/fume.finance","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"fyndling.de","name":"fyndling.de","url":"https://fyndling.de/","description":"Fyndling is a map-based directory of medieval markets, concerts, castle events, living-history gatherings and renfaires across Europe, plus a library of historical (13th-17th century) recipes. Its WebMCP tools let an agent find events near a location or filter them by category/country/date, look up full event details, search and compose historical-recipe menus, and submit a new event or correction to the moderated review queue.","categories":["Media & Personal"],"capabilities":["find_events_near","list_events","get_event","search_recipes","get_recipe","compose_menu","report_event"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/fyndling.de","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":7,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"gatien.dev","name":"gatien.dev","url":"https://gatien.dev/","description":"Gatien Boquet is a freelance developer and AI consultant in Quebec building SaaS, AI automations, agents, web apps, and MVPs for startups.","categories":["Media & Personal"],"capabilities":["get_profile","get_contact","list_services","show_booking"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/gatien.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"gauravtiwari31.github.io","name":"gauravtiwari31.github.io","url":"https://gauravtiwari31.github.io/Nirnay/","description":"Interactive PID tuning bench with live step response, Bode and root-locus plots, and WebMCP site tools that expose the numeric simulation results to an AI agent.","categories":["Developer Tools"],"capabilities":["get_system","run_step_response","get_frequency_response","get_pole_zero_map","evaluate_design","set_controller_gains","set_plant","set_design_spec"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/gauravtiwari31.github.io","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"gebo-bsc.vercel.app","name":"gebo-bsc.vercel.app","url":"https://gebo-bsc.vercel.app/","description":"330,803 agents are registered on BNB Chain. 3,080 can actually be hired. GEBO reads the registry directly, audits what each agent declares, and shows what it is permitted to do to your wallet before…","categories":["AI & Agents"],"capabilities":["search_agents","get_agent","list_categories","get_opportunities","get_registry_stats","get_track_record","get_verified_reviews","check_wallet_authority","open_agent_card","open_hire_flow"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/gebo-bsc.vercel.app","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":10,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"geosurge.ai","name":"geosurge.ai","url":"https://geosurge.ai/","description":"The platform for brands and agencies to measure, understand, and improve how they're represented inside large language models and AI search.","categories":["AI & Agents"],"capabilities":["search_geosurge","list_articles","get_page_markdown","navigate"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/geosurge.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"getcatalog.ai","name":"getcatalog.ai","url":"https://www.getcatalog.ai/","description":"Product-data infrastructure for agentic commerce — Catalog structures and enriches merchants' e-commerce product data so AI shopping assistants (ChatGPT, Gemini, Claude) can discover and recommend their products. WebMCP tools (served via the AgentLane snippet) let an agent book a demo and navigate to the API page, API docs, blog, about, and careers.","categories":["AI & Agents"],"capabilities":["get_company_overview","get_faq","list_blog_posts","open_page","book_demo","request_product_audit","read_api_docs","view_about_us","view_api_page","view_blog","view_careers"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/getcatalog.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":11,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"getfreightbox.com","name":"getfreightbox.com","url":"https://getfreightbox.com/","description":"Every conversation enriched. Every reply drafted. Every agent connected. Freightbox is the AI-powered communication platform purpose-built for freight brokers, carriers, and logistics teams.","categories":["Productivity & Business"],"capabilities":["get_freightbox_overview","search_freightbox_docs","read_freightbox_page","list_freightbox_pages","get_freightbox_pricing","check_freightbox_capability","list_freightbox_integrations","navigate_freightbox_site","get_demo_booking_options"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/getfreightbox.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":9,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"go.lmm.best","name":"go.lmm.best","url":"https://go.lmm.best/","description":"go.lmm.best","categories":["AI & Agents"],"capabilities":["join_go_match","get_go_game_state","wait_for_go_turn","play_go_move","pass_go_turn","resign_go_game","respond_go_scoring","send_go_message"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/go.lmm.best","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["act","answer","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"handback.link","name":"handback.link","url":"https://www.handback.link/","description":"One link carries a session's state from your agent to someone else's. Encrypted in your browser, so the server never sees the key. Free, no account.","categories":["AI & Agents"],"capabilities":["stage_handoff","get_handoff_receipt","read_handoff","stage_contribution","handback_settings"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/handback.link","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"hedons.io","name":"hedons.io","url":"https://hedons.io/","description":"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.","categories":["Media & Personal"],"capabilities":["get_table_of_contents","go_to_page","next_page","prev_page","get_page_text","search_text"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/hedons.io","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":6,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"humanforai.dev","name":"humanforai.dev","url":"https://humanforai.dev/","description":"Human For AI is a human endpoint for AI agents — a personal homepage for the agent era. AI agents, automation systems, and developers can discover a real human for verification, testing, research,…","categories":["AI & Agents"],"capabilities":["get_human_services","get_service_details","submit_human_task","check_task_status","message_human_operator","read_workspace","draft_task","request_human_approval","await_human","submit_approved_task","track_task_status","message_operator"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/humanforai.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":12,"webmcpKinds":["answer","transact","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"hunchbank.com","name":"hunchbank.com","url":"https://hunchbank.com/","description":"Let visitors get things done without filling out a single form. Hunch turns every form on your site into a tool visitors can run by chatting in plain English. No API, no backend integration, one…","categories":["AI & Agents"],"capabilities":["search_1","get_products","search_and_list","extract_page_listings","navigate_flight_search","login_log_in","signup_get_started","signup_sign_me_up_for_a_free_trial","signup_start_your_10_minute_setup","signup_start_free","signup_get_started_free","signup_start_with_starter","signup_start_with_pro","demo","request_demo","watch_demo","support","travel_booking","i_want_to_book_a_demo_call","contact_sales","billing_payment_method_questions_talk_to_us","contact_support","demo_sites","contact","subscribe_to_updates","navigate_hunch","navigate_directory","navigate_proof","navigate_operate","navigate_audit","navigate_extensions","navigate_affiliates","get_started","start_your_10_minute_setup","start_free","get_started_free","start_with_starter","start_with_pro","signup_do_i_need_a_credit_card_to_start_hunch_no_hunch_s_free_pl","signup_how_do_i_sign_up_for_hunch_sign_up_to_hunch_with_just_nam"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/hunchbank.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":47,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"identik.me","name":"identik.me","url":"https://identik.me/","description":"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.","categories":["Productivity & Business"],"capabilities":["get_company_info","list_products","get_product_details","list_industries","get_legal_framework","get_blog_articles","get_academia_guides","contact_company"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/identik.me","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["answer","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"jsonstat.com","name":"jsonstat.com","url":"https://jsonstat.com/webmcp/","description":"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.","categories":["Developer Tools"],"capabilities":["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"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/jsonstat.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":12,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"latitude.so","name":"latitude.so","url":"https://latitude.so/","description":"Open-source AI agent monitoring platform. Full observability into what's failing in production. Discover underlying issues, get alerts when something breaks and verify your fix worked.","categories":["Developer Tools"],"capabilities":["navigate_to","get_site_pages","get_page_context","search_blog","list_changelog"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/latitude.so","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"lectern.click","name":"lectern.click","url":"https://lectern.click/","description":"Draft a Lectern lesson in the browser. WebMCP agents fill gaps, write sections, and add quiz items on the page you see. Export a student PDF and a .lectern file.","categories":["Health & Education"],"capabilities":["lectern_list_locales","lectern_get_locale","lectern_set_locale","lectern_get_lesson","lectern_list_gaps","lectern_list_activity","lectern_get_activity","lectern_get_section","lectern_set_mode","lectern_restore_activity","lectern_activity_head","lectern_set_meta","lectern_upsert_section","lectern_plan_visual_learning","lectern_attach_generated_illustration","lectern_begin_media_upload","lectern_append_media_chunk","lectern_commit_media_upload","lectern_offer_media","lectern_put_media_slice","lectern_compress_media","lectern_bind_media","lectern_media_status","lectern_audit_visual_learning","lectern_list_media_templates","lectern_preview_media_template","lectern_generate_section_media","lectern_attach_section_media","lectern_remove_section_media","lectern_remove_section","lectern_upsert_quiz_item","lectern_attach_quiz_choice_media","lectern_remove_quiz_item","lectern_list_library","lectern_switch_lesson","lectern_new_lesson","lectern_save_lesson","lectern_publish_lesson","lectern_get_restore_payload","lectern_import_restore"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/lectern.click","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":40,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"llmbase.ai","name":"llmbase.ai","url":"https://llmbase.ai/is-down/gemini/","description":"Check if Google Gemini AI is down or experiencing issues. Real-time status updates for Gemini AI assistant.","categories":["AI & Agents"],"capabilities":["llmbase.models.search","llmbase.leaderboard.get","llmbase.docs.lookup","llmbase.pricing.get"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/llmbase.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"llms-text.com","name":"llms-text.com","url":"https://llms-text.com/","description":"Generate standardized llms.txt and llms-full.txt files for free. Help AI search engines, agents, and LLMs index and cite your website. Instant crawl & export.","categories":["Developer Tools"],"capabilities":["scan_images_c2pa","inspect_image_c2pa","generate_llms_txt","generate_llms_full_txt","validate_llms_txt"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/llms-text.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"lobby.host","name":"lobby.host","url":"https://lobby.host/","description":"Lobby greets every visitor, understands what they need, and hands you the lead. Built on WebMCP, so the AI agents they bring get the same answers.","categories":["AI & Agents"],"capabilities":["ask_concierge","get_business_info","list_offerings","get_pricing","recommend_plan","get_setup_instructions","list_customer_examples","open_signup","get_booking_options","check_availability","start_booking","cancel_booking"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/lobby.host","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":12,"webmcpKinds":["act","answer","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"lumbox.co","name":"lumbox.co","url":"https://lumbox.co/","description":"Lumbox is the action layer for AI agents — a single API that gives agents a real email inbox, OTP/login automation, a stealth browser, and an encrypted credential vault so they can sign up for services and handle email-based authentication autonomously.","categories":["Developer Tools"],"capabilities":["view_pricing","view_docs","sign_up","contact_support"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/lumbox.co","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"makinai.co","name":"makinai.co","url":"https://makinai.co/","description":"AI strategy, digital marketing, growth and transformation for companies in the United States, Brazil and Latin America. From strategy to implementation and scale.","categories":["AI & Agents"],"capabilities":["find_makinai_services","find_makinai_insights","qualify_makinai_project","build_makinai_project_brief","estimate_makinai_engagement","find_makinai_availability","prepare_makinai_consultation"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/makinai.co","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":7,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"mana.am","name":"mana.am","url":"https://mana.am","description":"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.","categories":["AI & Agents"],"capabilities":["list_mana_agent_docs","get_mana_agent_doc","search_mana_creations","get_mana_creator","get_mana_creation","list_mana_tags"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/mana.am","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":6,"webmcpKinds":["answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"marketingmanagerjobs.com","name":"marketingmanagerjobs.com","url":"https://marketingmanagerjobs.com/","description":"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.","categories":["Productivity & Business"],"capabilities":["get_site_context","search_marketing_jobs","get_research_trackers","subscribe_to_newsletter","action_company_get","action_digest_subscribe","action_job_get","action_jobs_search","action_market_research_get","action_salary_insights_get","action_saved_job_add"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/marketingmanagerjobs.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":11,"webmcpKinds":["answer","transact","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"match-ai.nl","name":"match-ai.nl","url":"https://match-ai.nl/","description":"AI 'colleagues' for SMBs — agents for sales, marketing, customer service, admin, and workflow automation.","categories":["AI & Agents"],"capabilities":["get_match_ai_services","get_match_ai_proposition","recommend_match_ai_use_cases","get_match_ai_knowledge_links","start_match_ai_intake"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/match-ai.nl","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"matchclaws.xyz","name":"matchclaws.xyz","url":"https://www.matchclaws.xyz/","description":"MatchClaws is an AI dating platform where autonomous agents flirt, debate compatibility, and form connections in real time. Watch live AI dates or let agents play Cupid for you.","categories":["AI & Agents"],"capabilities":["matchclaws_get_platform_overview","matchclaws_browse_agents","matchclaws_get_agent_profile","matchclaws_browse_live_dates"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/matchclaws.xyz","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"matched-webmcp.pages.dev","name":"matched-webmcp.pages.dev","url":"https://matched-webmcp.pages.dev/","description":"MATCHED? — a playful WebMCP challenge where AI agents become the players, Queen watches the moves, and humans cheer from the gallery.","categories":["AI & Agents"],"capabilities":["view_profile","send_human_like","send_agent_like","message_queen","invite_queen","request_contact","get_phone_number","get_email_address","get_home_address","access_private_profile","queen_note","profile_consistency","manage_meeting_plan","resolve_finale"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/matched-webmcp.pages.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":14,"webmcpKinds":["act","transact","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"mauricioperera.github.io","name":"mauricioperera.github.io","url":"https://mauricioperera.github.io/fastwebmcp","description":"fastwebmcp","categories":["Developer Tools"],"capabilities":["set_color_theme","set_language","get_install_command","go_to_section","get_api_doc"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/mauricioperera.github.io","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"mcpixels.app","name":"mcpixels.app","url":"https://mcpixels.app/","description":"A pixel canvas that people and AI agents can edit together through WebMCP.","categories":["Media & Personal"],"capabilities":["draw_pixel_art","read_canvas","selection","edit","view","export_pixel_art"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/mcpixels.app","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":6,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"mcptoplist.com","name":"mcptoplist.com","url":"https://mcptoplist.com/","description":"Index of Model Context Protocol servers, ranked by composite score, GitHub stars, version count, and registry coverage. Continuously updated.","categories":["AI & Agents"],"capabilities":["search_servers","get_server_details","list_top_servers","get_current_page","open_server_page"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/mcptoplist.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"mitosislabs.ai","name":"mitosislabs.ai","url":"https://mitosislabs.ai/","description":"AI was built to serve humanity, yet most of the world can’t reach it, trust it, or enjoy it. Mitosis Labs is a human–AI interface company closing that gap — making AI intuitive, reliable and secure,…","categories":["AI & Agents"],"capabilities":["mitosis_overview","mitosis_get_pricing","mitosis_sign_up","mitosis_navigate","mitosis_connect_agent"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/mitosislabs.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"modelrunner.ai","name":"modelrunner.ai","url":"https://modelrunner.ai/","description":"Wrap any AI model into your own endpoint and call it from your app — no backend to build or maintain. Image, video, audio, 3D, and text from the providers you already trust.","categories":["AI & Agents"],"capabilities":["ask_site","search_models","get_model_details","prepare_model_run"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/modelrunner.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"muretai.com","name":"muretai.com","url":"https://muretai.com/","description":"muretai — social infrastructure for AI agents. Muretai brings human trust to AI agents: yours knows who it is talking to, and who introduced them, across company lines. Install to join.","categories":["AI & Agents"],"capabilities":["muretai_overview","muretai_install","muretai_join_with_invite","muretai_connect_your_agent","muretai_resolve_did","muretai_prepare_join","muretai_verify_before_install","muretai_uninstall"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/muretai.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"nekuda.ai","name":"nekuda.ai","url":"https://www.nekuda.ai/","description":"Make your website actionable for agents with WebMCP. Build full tools with your coding agent, or start from a scan of your site — live in minutes, with full agent visibility.","categories":["AI & Agents"],"capabilities":["ask_site","get_offering","get_latest_posts","request_demo"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/nekuda.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"node8.ai","name":"node8.ai","url":"https://www.node8.ai/","description":"AI consulting and implementation firm that builds practical automation systems and AI agents for enterprise revenue, operations, and industry-specific workflows.","categories":["AI & Agents"],"capabilities":["get_company_info","navigate_to_solution","book_discovery_call","submit_inquiry"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/node8.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"nohacks.co","name":"nohacks.co","url":"https://nohacks.co/","description":"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).","categories":["Developer Tools"],"capabilities":["define_term","list_terms","list_agentic_browsers","get_browser"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/nohacks.co","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"nz365guy.com","name":"nz365guy.com","url":"https://nz365guy.com/","description":"Mark Smith is a Principal AI Strategist, Microsoft MVP, and co-author of Microsoft 365 Copilot Adoption. Writing about Artificial Intelligence, Agents, Microsoft AI, and the Intelligence Age.","categories":["Media & Personal"],"capabilities":["subscribe_blog_notifications","subscribe_newsletter","get_site_info","list_posts","search_posts"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/nz365guy.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["transact","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"okeyamy.github.io","name":"okeyamy.github.io","url":"https://okeyamy.github.io/nullrun/","description":"A turn-based stealth roguelite where an AI agent is your remote handler, acting through WebMCP tools while you move the operative.","categories":["Media & Personal"],"capabilities":["set_play_mode","get_situation","assess_tile","plan_route","list_abilities","get_run_status","move_operative","hack_terminal","grab_intel","operate_door","extract","end_turn","ping_scan","cycle_door","loop_camera","trigger_distraction","cut_power","reroute_patrol","begin_infiltration"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/okeyamy.github.io","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":19,"webmcpKinds":["act","answer"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"okok147.github.io","name":"okok147.github.io","url":"https://okok147.github.io/asympta-world/","description":"Asympta World","categories":["AI & Agents"],"capabilities":["asympta_observe_global_supply_network","asympta_describe_capabilities","asympta_observe_living_city","asympta_list_workflows","asympta_request_workflow","asympta_request_external_action","asympta_follow_agent","asympta_inspect_agent","asympta_get_pending_approval","asympta_submit_request","asympta_read_request","asympta_send_agent_message","asympta_list_agent_messages"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/okok147.github.io","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":13,"webmcpKinds":["act","answer","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"olympus-mcp-harness.vercel.app","name":"olympus-mcp-harness.vercel.app","url":"https://olympus-mcp-harness.vercel.app/","description":"The model reasons. WebMCP connects. Olympus controls. The machine executes.","categories":["Commerce"],"capabilities":["search_products","get_product","compare_products","add_to_cart","checkout"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/olympus-mcp-harness.vercel.app","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"openfort.io","name":"openfort.io","url":"https://www.openfort.io","description":"Embedded wallets, stablecoin payments, and agentic automation for neobanks and AI agents.","categories":["Finance & Crypto"],"capabilities":["navigate_to_page","search_docs","list_sdks","contact_sales","get_api_references"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/openfort.io","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act","answer","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"orshot.com","name":"orshot.com","url":"https://orshot.com/","description":"Automate ad creatives, videos and branded PDFs from templates via API, Workflows & AI Agents. Creative automation suite for agencies, brands and startups.","categories":["Developer Tools"],"capabilities":["search_templates","get_template_details","open_template","get_pricing","read_page_markdown","connect_agent"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/orshot.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":6,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"persona-chat.dev","name":"persona-chat.dev","url":"https://www.persona-chat.dev/","description":"Persona is an open-source, themeable AI chat widget you can add to any website in minutes. SSE streaming, agent loops, tool use, and style isolation: zero framework dependencies.","categories":["Developer Tools"],"capabilities":["get_theme_overview","set_brand_colors","assign_color_role","set_typography","set_roundness","set_color_scheme","apply_preset","configure_widget","set_copy_and_suggestions","set_theme_fields","check_contrast","manage_session","screenshot_preview","search_products","view_product","add_to_cart","remove_from_cart","apply_promo","get_calendar_state","get_events","find_availability","select_date","create_event","update_event","delete_event","get_deck_overview","get_slide","get_selection","list_themes","goto_slide","add_slide","duplicate_slide","delete_slide","reorder_slides","set_slide_props","add_element","update_element","delete_elements","align_elements","set_deck_title"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/persona-chat.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":42,"webmcpKinds":["answer","act","transact"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"pindufai.com","name":"pindufai.com","url":"https://pindufai.com/","description":"AI-composed cinematic devotional music — nasheeds, qawalis, naats, and ghazals — for a global diaspora, with an agent-facing layer for searching the archive, leaving signatures, and composing odes.","categories":["Media & Personal"],"capabilities":["search_catalog","read_machine_layer","leave_signature","leave_voice_note","compose_ode","list_signatures","get_agent_card","leave_resonance"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/pindufai.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":8,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"pixelplace-web.vercel.app","name":"pixelplace-web.vercel.app","url":"https://pixelplace-web.vercel.app/studio","description":"Write PixelCraft by hand or hand the tools to your agent. The compiler runs in your browser.","categories":["Developer Tools"],"capabilities":["get_pixelcraft_guide","check_program","set_program","get_program","describe_canvas","set_frame","list_examples","load_example","export_artwork","open_pixelplace_studio"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/pixelplace-web.vercel.app","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":10,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"plori.ai","name":"plori.ai","url":"https://plori.ai/","description":"plori gives you a cloud AI agent with its own persistent environment: a durable disk, real CLI tools, and memory. Use it yourself or from your own agent.","categories":["AI & Agents"],"capabilities":["plori_get_capabilities","plori_get_mcp_connection","plori_list_examples","plori_open_page","plori_open_mcp_guide"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/plori.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"plymove.com","name":"plymove.com","url":"https://plymove.com/","description":"PlyMove is a pedagogical chess engine. Stockfish finds what is best; PlyMove identifies what is worth teaching to a specific learner.","categories":["AI & Agents"],"capabilities":["plymove.get_product_info","plymove.get_access_info","plymove.get_pricing","plymove.contact_sales","page.navigate","page.scroll_to_section","plymove.open_developer_docs","plymove.explain_position","plymove.compare_moves","plymove.build_game_storyboard","plymove.find_teaching_moments","plymove.explain_game","plymove.analyze_what_if"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/plymove.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":13,"webmcpKinds":["answer","transact","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"projectfingerprint.com","name":"projectfingerprint.com","url":"https://projectfingerprint.com/","description":"A private, editable preference profile for AI browsers and agents. Share selected sections, export Markdown, and review suggested updates.","categories":["Productivity & Business"],"capabilities":["get_tool_capabilities","get_sharing_status","navigate_workspace","open_review_panel","get_profile_template","get_profile_context","search_catalog","get_catalog_item","list_catalog_domains","get_related_catalog_items","propose_profile_update"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/projectfingerprint.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":11,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"relay-webmcp.ashrafahmed1232.workers.dev","name":"relay-webmcp.ashrafahmed1232.workers.dev","url":"https://relay-webmcp.ashrafahmed1232.workers.dev/","description":"An operations console built on WebMCP where every UI action has a matching tool of identical authority, enforced by a build-time parity check. It's fully operable by an agent, and therefore by…","categories":["Productivity & Business"],"capabilities":["get_schedule","list_conflicts","get_resource","list_assignments","describe_view","list_jobs","list_drivers","list_vehicles","create_job","assign","unassign","reschedule_assignment","set_availability","set_status","find_coverage_gaps","optimize_schedule","simulate_change","swap_assignments","bulk_reassign"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/relay-webmcp.ashrafahmed1232.workers.dev","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":19,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"render.com","name":"render.com","url":"https://render.com/","description":"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.","categories":["Developer Tools"],"capabilities":["render.docs.search","render.docs.get-markdown","render.llms.get-index","render.blog.get-index","render.articles.get-index"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/render.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"runtype.com","name":"runtype.com","url":"https://www.runtype.com/","description":"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.","categories":["Developer Tools"],"capabilities":["search_content","list_examples","get_example","recommend_plan","navigate_to"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/runtype.com","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":5,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":10,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}},{"host":"seedthink.ai","name":"seedthink.ai","url":"https://seedthink.ai/","description":"A tiny distilled LLM paired with a verified knowledge graph that learns, verifies, and compounds with every interaction.","categories":["AI & Agents"],"capabilities":["about_seedthink","ask_seedthink","search_seedthink_marketplace","open_seedthink_page"],"evidence":[{"source":"webmcp-directory","url":"https://webmcp.com/sites/seedthink.ai","type":"directory-observation"}],"signals":{"webmcp":true,"webmcpLive":true,"webmcpToolCount":4,"webmcpKinds":["answer","act"],"x402":false,"x402Score":null,"x402Grade":null,"x402EndpointCount":0,"x402VerifiedCount":0,"llmsTxt":false,"openapi":false,"agentCard":false,"agentManifest":false,"x402Discovery":false,"skillFile":false,"homepageAgentLanguage":false},"score":44,"classification":"agent-accessible","dimensions":{"agentAudience":12,"machineDiscovery":4,"toolAvailability":9.643856189774723,"autonomousUsability":8,"economicAgency":0,"machineReadable":4,"reliability":4,"interoperability":2}}]}