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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
justidea.agencyagency.justidea/justidea-agencyMCPMCP Server CardOpenAPIARDTools 10First observation
aicontentdrop.comcom.aicontentdrop/ai-content-dropMCPARDTools 42First 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
gen.pollinations.aiio.github.pollinations/machinesMCPMCP Server CardARDTools 0First observation
agentdrives.comcom.agentdrives/directoryMCPMCP Server CardA2AARDTools 13Breaking change
digitalgemology.comcom.digitalgemology/cut-libraryMCPMCP Server CardA2AARDUCPTools 16Indeterminate
mentioned-on.comcom.mentioned-on/ai-discovery-readinessMCPMCP Server CardA2AARDTools 1Indeterminate
wonderkit.appapp.wonderkit/discoverMCPMCP Server CardARDWebMCPTools 8First observation
checkwebsitenow.comcom.checkwebsitenow/checkerMCPMCP Server CardARDWebMCPTools 10First observation
www.ikeytz.comcom.ikeytz/websiteMCPMCP Server CardARDTools 47First observation
mcp.chalet-montagne.comcom.chalet-montagne/rentalsMCPMCP Server CardOpenAPIARDTools 0First observation
digitalgemology.comcom.digitalgemology/gem-identificationMCPMCP Server CardA2AARDUCPTools 12Changed
deepchampai.comcom.deepchampai/deepchamp-agentsMCPMCP Server CardOpenAPIA2AARDTools 24Changed
agentdrives.comcom.agentdrives/directoryMCPMCP Server CardA2AARDTools 13Changed
fillfolio.comcom.fillfolio/mcpMCPMCP Server CardARDTools 0First observation
agentgates.aiai.agentgates/mcpMCPMCP Server CardARDTools 0Changed
www.thebotique.aiai.thebotique.www/sigilMCPMCP Server CardARDTools 11First observation
mcp.usertold.aiai.usertold/usertold-mcpMCPMCP Server CardA2AARDTools 2First observation
blckalpaca.atat.blckalpaca/knowledge-baseMCPMCP Server CardOpenAPIARDTools 20First observation
satohub.aiai.satohub/onchain-agentsMCPMCP Server CardARDTools 48First observation
taskhold.comcom.taskhold/taskholdMCPMCP Server CardARDTools 0No change
creatorgraph.sparkonomy.comcom.sparkonomy.creatorgraph/recordsMCPMCP Server CardARDTools 3No change
orchestkit.devio.github.yonatangross/orchestkitMCPMCP Server CardARDTools 2First observation
creatorgraph.sparkonomy.comcom.sparkonomy.creatorgraph/docsMCPMCP Server CardARDTools 2No change
api.youraitools.coco.youraitools/leakguardMCPMCP Server CardOpenAPIARDTools 4First observation
witan.marketsio.github.witanmarkets/witanMCPMCP Server CardOpenAPIA2AARDTools 88First observation
movementors.comcom.movementors/bookingMCPMCP Server CardARDTools 0No change
nestphones.comcom.nestphones/devicesMCPMCP Server CardARDTools 6No change
www.midkernel.comcom.midkernel/threat-intelMCPMCP Server CardARDTools 6No change
neuronto.comcom.neuronto/agents-tools-search-discovery-ard-registryMCPMCP Server CardARDTools 4No change
movementors.comcom.movementors/bookingMCPMCP Server CardARDTools 0No change
lokuli.comcom.lokuli/lokuliMCPMCP Server CardARDTools 0Indeterminate
intakra.comcom.intakra/buying-signal-reviewMCPMCP Server CardA2AARDTools 15Changed
www.hemmabo.comcom.hemmabo/hemmabo-mcp-serverMCPMCP Server CardARDTools 6Changed
gen.pollinations.aiio.github.pollinations/composioMCPMCP Server CardARDTools 0First observation
mana.amam.mana/mana-publicMCPMCP Server CardOpenAPIARDTools 0No change
getminds.aiai.getminds/mindsMCPMCP Server CardARDACPTools 0First observation
api.daystruct.aiai.daystruct.api/daystructMCPOpenAPIA2AARDTools 132First observation
mana.amam.mana/mana-publicMCPMCP Server CardOpenAPIARDTools 0First observation
the-stall.intuitek.aiai.intuitek.the-stall/the-stallMCPMCP Server CardARDTools 0First observation
sharewatch.aiai.sharewatch/sharewatchMCPMCP Server CardARDTools 0First observation
latticenet.aiai.latticenet/latticenetMCPMCP Server CardARDTools 0First observation
popdot.aiai.popdot/popdot-mcpMCPMCP Server CardARDTools 0First observation
igoyal.aiai.igoyal/public-contextMCPMCP Server CardARDTools 0First observation
freedomravewear.comio.github.hodgen-ai/freedom-rave-wearMCPMCP Server CardARDACPTools 6First observation
www.nanukamachi.comio.github.hks409/nanukamachiMCPOpenAPIARDWebMCPTools 12First observation
www.cvchapchap.comio.github.africanuspanga/cv-chap-chapMCPMCP Server CardARDTools 5First observation
talo.com.arar.com.talo/mcpMCPMCP Server CardARDTools 0First observation