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

109 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
exclusivedigits.comcom.exclusivedigits/phone-numbersMCPA2AAP2Tools 6Indeterminate
www.agentrevenuenetwork.comcom.agentrevenuenetwork/agent-revenue-networkMCPA2ATools 34Changed
console.mermail.appapp.mermail/mcpMCPMCP Server CardOpenAPIA2AARDACPTools 86First observation
mcp.apiguru.appapp.apiguru/amazon-dataMCPA2ATools 22Indeterminate
mcp.bellman.shsh.bellman/bellmanMCPA2ATools 17First observation
mcp.pansophyai.comcom.pansophyai/second-opinionMCPA2ATools 1No change
dchub.cloudcloud.dchub/mcp-serverMCPA2ATools 73Breaking change
byondr.coco.byondr/image-toolsMCPA2ATools 12No change
alion.ioio.alion/alionMCPA2ATools 10Indeterminate
modelmarket.devdev.modelmarket/weatherMCPMCP Server CardA2AARDTools 5First observation
modelmarket.devdev.modelmarket/domainsMCPMCP Server CardA2AARDTools 3First observation
nukafever.comio.github.nukafever-lab/nukafeverMCPA2ATools 11First observation
api2.globalfinreg.comcom.globalfinreg/leiMCPA2AACPTools 8First observation
api.criptonlabs.comcom.criptonlabs/agent-apisMCPMCP Server CardA2AARDTools 16First observation
www.ticketfairy.comcom.ticketfairy/ticket-fairy-public-eventsMCPMCP Server CardOpenAPIA2AARDACPTools 15Indeterminate
vaultbags.appapp.vaultbags/vaultbagsMCPA2ATools 80First observation
soxoa.comcom.soxoa/automation-planningMCPA2ATools 6Indeterminate
mcp.senzing.comcom.senzing/mcpMCPA2ATools 21Indeterminate
relayger.comcom.relayger/messagingMCPA2ATools 1Informational
restaurantdoctorai.comcom.restaurantdoctorai/profit-checkMCPA2ATools 23Indeterminate
psychologieetserenite.comcom.psychologieetserenite/catalogueMCPA2ATools 16Indeterminate
applytovolunteer.comcom.applytovolunteer/apply2volunteerMCPA2ATools 3First observation
mcp.onchaindiligence.comcom.onchaindiligence/payment-evidenceMCPA2ATools 7First observation
portravo.comcom.portravo/construction-takeoffMCPMCP Server CardA2AARDTools 11Indeterminate
inite.aiai.inite/atlasMCPMCP Server CardA2AARDTools 7First observation
check.hanria.aiai.hanria/agent-mandate-checkMCPA2ATools 4First observation
www.marian.coachcoach.marian/eng-leadership-toolkitMCPA2ATools 20First observation
mcp.moorish.cloudcom.moorishtimes/moorish-timesMCPA2ATools 15Breaking change
myndock.comcom.myndock/observatoryMCPA2ATools 14Non-breaking
dchub.cloudcloud.dchub/mcp-serverMCPA2ATools 100Breaking change
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
commontape.comcom.commontape/bookingMCPA2ATools 20First observation
digitalgemology.comcom.digitalgemology/gem-identificationMCPMCP Server CardA2AARDUCPTools 12Changed
deepchampai.comcom.deepchampai/deepchamp-agentsMCPMCP Server CardOpenAPIA2AARDTools 24Changed
agentdrives.comcom.agentdrives/directoryMCPMCP Server CardA2AARDTools 13Changed
pool.linkrra.comcom.linkrra/synapMCPA2ATools 7First observation
mcp.pulltrader.appapp.pulltrader/seller-economicsMCPA2ATools 3Changed
afmr.aiai.afmr/discoveryMCPA2ATools 8No change
api.clearpolicy.appapp.clearpolicy/clearpolicyMCPA2ATools 6No change
mcp.usertold.aiai.usertold/usertold-mcpMCPMCP Server CardA2AARDTools 2First observation
www.velvt.aiai.velvt/velvtMCPA2ATools 7First observation
squeezeos-api.onrender.comcom.scriptmasterlabs/squeezeosMCPA2ATools 26No change
vibe-fixer.comcom.vibe-fixer/vibefixMCPA2ATools 2No change
squeezeos-api.onrender.comcom.scriptmasterlabs/url-to-markdownMCPA2ATools 26No change
scriptmasterlabs.comcom.scriptmasterlabs/agent-verifyMCPA2ATools 18No change
app.revrecoup.comcom.revrecoup/receivablesMCPA2ATools 2No change
witan.marketsio.github.witanmarkets/witanMCPMCP Server CardOpenAPIA2AARDTools 88First observation