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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

196 entries, newest observation first

Last observed
Changed
MCP revision and endpoint status
Observed services, newest observation first
ServiceProtocolsToolsLast observedLatest change
digitalgemology.comcom.digitalgemology/gemology-glossaryMCPMCP Server CardA2AARDTools 11Indeterminate
deepsearch.appapp.deepsearch/deepsearchMCPMCP Server CardARDTools 13First observation
kangram.appapp.kangram/kangramMCPMCP Server CardARDTools 55First observation
console.mermail.appapp.mermail/mcpMCPMCP Server CardOpenAPIA2AARDACPTools 86First observation
agent-guild-5d5r.onrender.comio.github.AgentTanuki/agent-guildMCPMCP Server CardARDTools 44Indeterminate
spoolis.comcom.spoolis/mcpMCPMCP Server CardOpenAPIARDTools 85First observation
www.siglata.comcom.siglata/mcpMCPMCP Server CardARDTools 0First observation
modelmarket.devdev.modelmarket/weatherMCPMCP Server CardA2AARDTools 5First observation
modelmarket.devdev.modelmarket/domainsMCPMCP Server CardA2AARDTools 3First observation
x402.agentindex.worldio.github.agentindexworld/coordination-threadMCPMCP Server CardARDTools 0First observation
api.criptonlabs.comcom.criptonlabs/agent-apisMCPMCP Server CardA2AARDTools 16First observation
cbamdata.eueu.cbamdata/cbamMCPMCP Server CardOpenAPIARDTools 7First observation
gen.pollinations.aiio.github.pollinations/ask-jevMCPMCP Server CardARDTools 0First observation
www.supersetapp.comcom.supersetapp/trainingMCPMCP Server CardARDTools 6Breaking change
postedly.comcom.postedly/sendMCPMCP Server CardARDTools 0Indeterminate
tokenusage.devdev.tokenusage/codexMCPMCP Server CardARDTools 2First observation
aiagent.jirventures.comcom.jirventures/property-listingsMCPMCP Server CardARDTools 0First observation
gen.pollinations.aiio.github.pollinations/computerMCPMCP Server CardARDTools 0First observation
youanai.comcom.youanai/docsMCPMCP Server CardARDTools 0Indeterminate
www.ticketfairy.comcom.ticketfairy/ticket-fairy-public-eventsMCPMCP Server CardOpenAPIA2AARDACPTools 15Indeterminate
www.australiawidefirstaid.comcom.australiawidefirstaid/docsMCPMCP Server CardOpenAPIARDTools 8First observation
hoboworks.cloudcloud.hoboworks/agent-marketMCPMCP Server CardARDTools 27First observation
staylonger.com.auau.com.staylonger/mcpMCPMCP Server CardARDTools 5First observation
spacexploration.comcom.spacexploration/listingsMCPMCP Server CardARDTools 23Informational
linkbreakers.comcom.linkbreakers/docs-mcpMCPMCP Server CardOpenAPIARDTools 0First observation
mcp.networthtrackr.comcom.networthtrackr/networthtrackrMCPMCP Server CardARDTools 0First observation
recallcanary.comcom.recallcanary/recall-canaryMCPMCP Server CardARDTools 2Indeterminate
probativegrowth.comcom.probativegrowth/legal-marketsMCPMCP Server CardARDTools 24Indeterminate
www.roomeinc.comcom.roomeinc.www/quotesMCPMCP Server CardARDTools 6Indeterminate
port.harborgovcon.comcom.harborgovcon/portMCPMCP Server CardARDTools 0First observation
indiarestros.comcom.indiarestros/mcpMCPMCP Server CardOpenAPIARDTools 8First observation
quotalis.appapp.quotalis/quotalisMCPMCP Server CardARDTools 3First observation
hanyuguide.comcom.hanyuguide/hanyuguideMCPMCP Server CardOpenAPIARDTools 3First observation
bestceremonies.com.auau.com.bestceremonies/mcpMCPMCP Server CardARDTools 7First observation
recordsure.comcom.recordsure/websiteMCPMCP Server CardARDTools 18Indeterminate
removeexifonline.comcom.removeexifonline/remove-exifMCPMCP Server CardOpenAPIARDTools 6Indeterminate
whatsync.appapp.whatsync/whatsappMCPMCP Server CardOpenAPIARDTools 0First observation
api.youraitools.coco.youraitools/smartperpsMCPMCP Server CardOpenAPIARDTools 4First observation
peerlace.comcom.peerlace/peerlaceMCPMCP Server CardARDTools 39Indeterminate
odilelabs.comcom.odilelabs/odileMCPMCP Server CardARDTools 0Indeterminate
portravo.comcom.portravo/construction-takeoffMCPMCP Server CardA2AARDTools 11Indeterminate
events.aeroaero.events/eventsMCPMCP Server CardARDTools 5First observation
mcp.contentsweep.aiai.contentsweep/supplier-feedsMCPMCP Server CardARDTools 0First observation
inite.aiai.inite/atlasMCPMCP Server CardA2AARDTools 7First observation
everymcp.aiai.everymcp/every-mcpMCPMCP Server CardARDTools 3First observation
marjanmarkelj.dede.marjanmarkelj/saxsoc-public-infoMCPMCP Server CardOpenAPIARDTools 12First observation
justidea.agencyagency.justidea/justidea-agencyMCPMCP Server CardOpenAPIARDTools 10First observation
maps.ikeytz.comcom.ikeytz/mapsMCPMCP Server CardARDTools 0First observation
www.emorahealth.comcom.emorahealth/mental-health-careMCPMCP Server CardARDTools 8First observation
mcp.nodecraft.comcom.nodecraft/mcpMCPMCP Server CardARDTools 67Indeterminate