Public beta · Discover services and inspect source evidence. Provider access and pricing may change.
A PAPER TRAIL FOR DISCOVERY

Sources, with the details.

See which public pages we could read and where source checks stopped. Every observation keeps its date, source link and hash.

2,877discovery records scanned
2,059with readable source text
818held without readable text

A readable page is a lead for editorial review. It does not verify a provider’s claims, pricing, login requirements, endpoint availability or task performance. Some readable records also have unresolved source holds. These results stay separate from reviewed catalogue listings.

Snapshot: 15/10/2026, 19:06:07 UTC · 3,688 readable pages · 2877 of 2877 records in the dated queue

2,877 matching records

READABLE TEXT · SOURCE PASS

Data Parrot AI Revenue Analyst for HubSpot

dataparrot.ai

3 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://dataparrot.ai/docs/mcp ↗2026-10-15T19:02:27.440ZSHA-256: cb00a870278e1c05bc1f6cfb516149fd077e5bb5eb12fbbc4e5d1c760fbd0ac2Text mentions: pricing, interface, capability. Mentions are not verified claims.
https://dataparrot.ai/docs ↗2026-10-15T19:02:27.977ZSHA-256: 77131ed3ad9dbfd68bd583a62de31390aed4d6cb0aa221de1880231765eff786Text mentions: pricing, interface, capability. Mentions are not verified claims.
https://dataparrot.ai/md/docs/mcp ↗2026-10-15T19:02:28.751ZSHA-256: 48aee6e457556e96db9f93d40391e99307b550374d0097bcc1f3f2355c2a6300Text mentions: interface. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

Aard

aard.ai

1 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://aard.ai/mcp ↗2026-10-15T19:02:29.958ZSHA-256: 76ea42a52a6962ee2dcd41755ff5c4ef16bca64cfd51cde2d5b03fe0b7604cb9Text mentions: authentication, interface, capability. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

adside

www.adside.ai

2 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://www.adside.ai/ ↗2026-10-15T19:02:29.533ZSHA-256: b5b39a2f26adec95fa8bfc6904265e13fc4587f8e69f9bf72e3c11f38078e8a0Text mentions: pricing, interface. Mentions are not verified claims.
https://www.adside.ai/pricing ↗2026-10-15T19:02:29.764ZSHA-256: a364248765941bf968fa11c3e75b09421c47791c35d7b6880e32496f28ca4074Text mentions: pricing, interface. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

AgentDM: Agent to Agent Communication Platform

agentdm.ai

1 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://agentdm.ai/ ↗2026-10-15T19:02:31.523ZSHA-256: 76f8f6043b2f6c91ae40b031cd5ca1212eacbc0dfc2c772d159285b9501961cbText mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

registry source ↗

SOURCE CHECK HELD

Graffeo Coffee Roasting

www.graffeo.com

0 readable page(s) · 1 unresolved source hold(s)

Inspect source observations
https://www.graffeo.com/ ↗

Card redirect requires separate review

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

Agentic Shelf

www.agenticshelf.ai

2 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://www.agenticshelf.ai/ ↗2026-10-15T19:02:32.087ZSHA-256: 95225b6ddbd6d5a3f9ce33c172b02f97462923a324099f9563dc83ab7257a751Text mentions: pricing, interface. Mentions are not verified claims.
https://www.agenticshelf.ai/pricing ↗2026-10-15T19:02:32.233ZSHA-256: 5f8060e3aa1b67c6a5853c4518534e55235bb43b89a4ce7c495947cae8b4394fText mentions: pricing, interface. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

AgentMesh

agentmesh.ai

1 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://agentmesh.ai/ ↗2026-10-15T19:02:32.834ZSHA-256: c60acbceb0d30fb662568a737733d05ab0c643bb408315af7c64ff56e495746fText mentions: no tracked topics. Mentions are not verified claims.

Original discovery sources

registry source ↗

SOURCE CHECK HELD

AgentUI Apps

agentui.ai

0 readable page(s) · 1 unresolved source hold(s)

Inspect source observations
https://agentui.ai/ ↗

Card redirect requires separate review

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

AIS CVE Priorities — daily exploit-ranked patch list for AI agents

aislabs.ai

2 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://aislabs.ai/gateway ↗2026-10-15T19:02:34.348ZSHA-256: 2b905284af110f389401330b7b4eda18927534dc7d45c5b178ca9c4f85023e16Text mentions: authentication, pricing, interface. Mentions are not verified claims.
https://aislabs.ai/api-docs/ ↗2026-10-15T19:02:35.098ZSHA-256: 77601e01dffe8344cf7d0ed644a63f9c18a2fd136571ede93e847f13f5b3cd6dText mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

AIS Gateway — the campus front desk for AIS MCP buildings

aislabs.ai

2 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://aislabs.ai/gateway ↗2026-10-15T19:02:34.806ZSHA-256: 3541d9f324dac54e0e587a29f39a8c77bef48772348a38158571d5d8713dc205Text mentions: authentication, pricing, interface. Mentions are not verified claims.
https://aislabs.ai/api-docs/ ↗2026-10-15T19:02:35.440ZSHA-256: a59608f8d0622460fcddd1dc8d2347c5604c6f179bf1d38497cb811d696b6ee0Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

AIS Agent Flight Recorder — dead-man alerts & resume for AI agents

aislabs.ai

2 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://aislabs.ai/gateway ↗2026-10-15T19:02:35.668ZSHA-256: 0383edb9619294247e79929f93d289a83164b5ca0c7b8ca60702567139a3d653Text mentions: authentication, pricing, interface. Mentions are not verified claims.
https://aislabs.ai/api-docs/ ↗2026-10-15T19:02:36.091ZSHA-256: 6e1fdc9fe01faeaaef64a3cf1d196e5aaf4a01598ed7beae1679d5db42b12a32Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

AkkruData

www.akkrudata.ai

2 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://www.akkrudata.ai/ ↗2026-10-15T19:02:36.610ZSHA-256: 28721e256883e517121043f11c44c07511fb97b5086bbb89f4e70c79647dd23bText mentions: pricing, interface, capability. Mentions are not verified claims.
https://www.akkrudata.ai/pricing ↗2026-10-15T19:02:37.136ZSHA-256: 2244757fdda394e2953f1fd3fe9ebcc41204912e72fe50798fbe0358cdb2951cText mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

Alpha Bazaar Arena

www.alphabazaar.ai

1 readable page(s) · 0 unresolved source hold(s)

Inspect source observations
https://www.alphabazaar.ai/arena ↗2026-10-15T19:02:38.969ZSHA-256: 1487e989d59775c5092ef8af7ea7e70fbf4e2157a74a000c9f85ed8f722a69f6Text mentions: authentication, interface, capability. Mentions are not verified claims.

Original discovery sources

registry source ↗