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This week in agent interfaces

The record of 5,124 agent services, as observed from outside.

All are listed in the Official MCP Registry. 5,124 expose a protocol we can read, and 243 of the 774 compared changed in the last 30 days.

Entries record timestamped, passive observations of public interfaces listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Service operators can ask for an entry to be removed.

Agent Web Atlas · snapshot 11 Nov 2026, 22:36 UTC

Show the 243 that changedWeekly brief, week ending 1 Nov 2026Declared and observedHow the atlas is built

Services

226 entries, newest observation first

Last observed
Changed
MCP revision and endpoint status
Observed services, newest observation first
ServiceProtocolsToolsLast observedLatest change
gc-airporttransfers.comcom.gc-airporttransfers/bookingMCPMCP Server CardARDTools 0First observation
aictrl.devdev.aictrl/aictrlMCPMCP Server CardARDTools 0First observation
dynamoi.comio.github.getDynamoi/dynamoiMCPMCP Server CardARDTools 0First observation
www.aguasto.comcom.aguasto.www/docsMCPMCP Server CardARDTools 2First observation
angelscohq.comcom.angelscohq/agentifyMCPARDTools 4First observation
faceabot.comcom.faceabot/geocodeMCPMCP Server CardOpenAPIARDTools 75First observation
bounty-engineer-x402-prod.onrender.comio.github.gatoprd/bounty-engineerMCPMCP Server CardARDTools 22First observation
harshith-nayaka-l-portfolio.vercel.appio.github.HarshithNayakaL/portfolioMCPMCP Server CardOpenAPIARDTools 9First observation
api.forcedream.aiio.github.forcedreamai/mcp-serverMCPARDTools 0First observation
civicdataforge.pages.devio.github.equinoxaifinance-rgb/civicdataforgeMCPMCP Server CardARDTools 15First observation
agbrowser.shveik.devdev.shveik/agbrowserMCPMCP Server CardOpenAPIARDTools 35First observation
indo-news-api.vercel.appapp.vercel.indo-news-api/indonesia-newsMCPMCP Server CardARDTools 31First observation
mcp.crevio.coco.crevio/crevioMCPMCP Server CardARDTools 20First observation
agent.co-legal.bebe.co-legal/legal-lookupMCPMCP Server CardA2AARDTools 18First observation
bibigpt.coco.bibigpt/youtube-video-summarizerMCPMCP Server CardARDUCPTools 0First observation
www.supersetapp.comcom.supersetapp/publicMCPMCP Server CardARDTools 3First observation
shapelessai.comcom.shapelessai/shapelessMCPMCP Server CardARDTools 0First observation
app.utopiadreams-vfx.comio.github.UtopiaDreamsVFX/utopia-dreamsMCPARDTools 0First observation
cloo.bebe.cloo/ofertasMCPMCP Server CardA2AARDTools 9First observation
spelunking.aiai.spelunking/hubMCPMCP Server CardARDTools 0First observation
pushnotif.biz.idio.github.AarsyDesign/pushnotif-mcpMCPMCP Server CardARDTools 19First observation
elyraon.com.coco.com.elyraon/workflow-rescueMCPARDTools 1First observation
activerecalling.comcom.activerecalling/active-recallingMCPMCP Server CardARDTools 0First observation
data-slconsulting.comcom.data-slconsulting/siteMCPMCP Server CardARDTools 3First observation
checko.co.ilil.co.checko/travel-insuranceMCPMCP Server CardARDTools 4First observation
bahn.1f916.deio.github.citizen01-sid/bahn-transferMCPMCP Server CardARDTools 3First observation
thewhitereport.comio.github.CYAN-ECLIPSE-TECHNOLOGIES-LLC/white-reportMCPMCP Server CardARDTools 12First observation
checko.co.ilil.co.checko/docsMCPMCP Server CardARDTools 3First observation
www.whichsensor.comcom.whichsensor/productsMCPMCP Server CardARDTools 0First observation
mapcombiner.travel-tracker.orgio.github.changzhiai/map-combinerMCPMCP Server CardARDTools 2First observation
theperiodictable.orgio.github.changzhiai/periodic-tableMCPMCP Server CardARDTools 4First observation
mapparser.travel-tracker.orgio.github.changzhiai/map-parserMCPMCP Server CardARDTools 4First observation
frameanyphoto.comcom.frameanyphoto/printsMCPMCP Server CardOpenAPIARDUCPTools 19First observation
api.youraitools.coco.youraitools/transcribeMCPMCP Server CardOpenAPIARDTools 4First observation
outages.liveio.github.boristane/outages-liveMCPMCP Server CardOpenAPIARDTools 11First observation
offwegosim.comio.github.athahar/offwegosimMCPMCP Server CardOpenAPIARDTools 3First observation
agentery.comcom.agentery/agenteryMCPMCP Server CardARDTools 0First observation
faceabot.comcom.faceabot/placesMCPMCP Server CardOpenAPIARDTools 79First observation
www.aguasto.comcom.aguasto.www/toolsMCPMCP Server CardARDTools 2First observation
faceabot.comcom.faceabot/storesMCPMCP Server CardOpenAPIARDTools 80First observation
getpriorivo.comcom.getpriorivo/website-checkMCPMCP Server CardARDTools 1First observation
fotofoto.appapp.fotofoto/photo-bookMCPMCP Server CardOpenAPIARDTools 17First observation
indo-news-api.vercel.appapp.vercel.indo-news-api/newsMCPMCP Server CardARDTools 26First observation
room.trydemigod.comio.github.Uuriko/project-roomMCPMCP Server CardARDTools 8First observation
probativegrowth.comcom.probativegrowth/legal-marketing-dataMCPMCP Server CardARDTools 29First observation
conciergr.comcom.conciergr/conciergrMCPARDTools 0First observation
timetable.conciergr.comcom.conciergr/timetableMCPARDTools 0First observation
ainovaq.comcom.ainovaq/mcpMCPMCP Server CardARDTools 4First observation
www.sparkflights.comio.github.Sparkflights-com/sparkflightsMCPMCP Server CardOpenAPIARDTools 35First observation
powerbankportatil.comcom.powerbankportatil/storeMCPMCP Server CardOpenAPIARDTools 5First observation