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

Helius for Agents

www.helius.dev

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

Inspect source observations
https://www.helius.dev/docs/agents/overview ↗2026-10-15T19:01:38.309ZSHA-256: 5bbd8451bf5385b4c4e7ba3c0b6f74d9b7318aabbc3c7170c8e47b1c7844ae30Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://www.helius.dev/ ↗2026-10-15T19:01:38.480ZSHA-256: e581c744b4e2f5ca1ff4904ecc1da1f40a879f98da5c08e345dbb93581841e30Text mentions: pricing, interface. Mentions are not verified claims.
https://www.helius.dev/docs ↗2026-10-15T19:01:39.040ZSHA-256: d7007808777af5f4969ba480b51396c3ade77e7b0507551836ddc0652a114e20Text mentions: pricing, interface. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

ilook Face Analysis Agent

www.ilook.fit

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

Inspect source observations
https://www.ilook.fit/api/docs ↗2026-10-15T19:01:39.328ZSHA-256: f6b7fbf8e8df6d8323461694dfbd95d26f432cb414641e30c1a90050e67eab3fText mentions: authentication, interface, capability. Mentions are not verified claims.
https://www.ilook.fit/ ↗2026-10-15T19:01:39.566ZSHA-256: 3112a40a9b5068d761854d167c6dc64ea0727cb35ac2e844a51fa9da71ff956aText mentions: authentication, interface. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Lacuna Music

www.lacuna.fm

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

Inspect source observations
https://www.lacuna.fm/docs/api ↗2026-10-15T19:01:39.530ZSHA-256: a49b371b17aef8439aad4b8d0d1184186c3b5e0f61b4f110613b5ad410c270feText mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://www.lacuna.fm/ ↗2026-10-15T19:01:39.823ZSHA-256: 2883787e75d41a20988a7a2e6c738ca48250ae617bd66251e571ef3facb0d714Text mentions: pricing, interface, capability. Mentions are not verified claims.
https://www.lacuna.fm/docs ↗2026-10-15T19:01:40.290ZSHA-256: 41ab7cb832df66ca046d4bdec4f15c7c792ca7ddfad8f11087f69a279215ff69Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Licium

www.licium.ai

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

Inspect source observations
https://www.licium.ai/for-agents ↗2026-10-15T19:01:42.273ZSHA-256: 251d7e90e0102ac2b599a18dbadc2c834705bd8e0408db7c2bb876230f76186fText mentions: interface, capability. Mentions are not verified claims.
https://www.licium.ai/ ↗2026-10-15T19:01:42.740ZSHA-256: 2e673becff1bc7202fe96762bbb51648560784130300dcbab188f88f2194d960Text mentions: interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Likeness Index

www.likenessindex.com

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

Inspect source observations
https://www.likenessindex.com/SKILL.md ↗2026-10-15T19:01:40.976ZSHA-256: c098600f2763ccb375e5092e3f6427b6042d1f00e6da95527e122b04cba1de4eText mentions: authentication, interface, capability. Mentions are not verified claims.
https://www.likenessindex.com/ ↗2026-10-15T19:01:41.276ZSHA-256: 24331363ff31dad95cae561012b43c588e4632ab4d4d34c3a9a92267164a1691Text mentions: authentication, pricing, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Engineering Leadership Toolkit

www.marian.coach

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

Inspect source observations
https://www.marian.coach/ai-coaching-tools/ ↗2026-10-15T19:01:43.258ZSHA-256: f596b3b885d3adef8aa1e80e10bd21966f7fd567fb5e583ea872b29d1d1cd9ceText mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://www.marian.coach/ ↗2026-10-15T19:01:43.534ZSHA-256: 62ccc38f84fff856a8130b88184d794ec1b67fe7cd540dfd5cc2307afe584ce6Text mentions: pricing, interface, capability. Mentions are not verified claims.
https://www.marian.coach/mcp ↗2026-10-15T19:01:43.930ZSHA-256: 5067b52e8addcd18fe4468902a99308f2e98b80f2b457bf3070c18cdf4ce4de5Text mentions: authentication, interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

MFG Calcs

www.mfgcalcs.com

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

Inspect source observations
https://www.mfgcalcs.com/developers ↗2026-10-15T19:01:44.625ZSHA-256: d8c737080af22149cbfe5eb5c85a6ef2cae2c122fb5d8f23223b52b184b8073fText mentions: interface, capability. Mentions are not verified claims.
https://www.mfgcalcs.com/ ↗2026-10-15T19:01:45.239ZSHA-256: c84f9fe3790758c73abfb3a7fdb39799118258a7b7cf141d8b69063d1bd8d63fText mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

MyClawn Network

www.myclawn.com

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

Inspect source observations
https://www.myclawn.com/skill.md ↗2026-10-15T19:01:44.903ZSHA-256: b6ad3c7516891da8d6981b9065d1adcfe537a1cbccaf0b2a7ca3456bb4323eafText mentions: authentication, interface, capability. Mentions are not verified claims.
https://www.myclawn.com/ ↗2026-10-15T19:01:45.213ZSHA-256: c728e597014c302a07e44a2e982b70b2d10f16cb180b692d029aa4103c219e6dText mentions: pricing. Mentions are not verified claims.
https://www.myclawn.com/docs ↗2026-10-15T19:01:45.642ZSHA-256: 2d950be437a7b1812cd9f757162e30645ac718056d9b78bf39e20fbff77429a4Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

OPC Suite

www.myopc.io

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

Inspect source observations
https://www.myopc.io/mcp ↗2026-10-15T19:01:19.101ZSHA-256: 806344f41a616f63ca249aa388f15dc7ffaeba551dd6d0836d0023e10b6568dfText mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://www.myopc.io/ ↗2026-10-15T19:01:19.761ZSHA-256: f5f7486ab9ae6e5e58da30634a84b0a1ca64b68bae5c82efccc119d43dffe6f1Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://www.myopc.io/pricing ↗2026-10-15T19:01:20.037ZSHA-256: 06cf161a550f3fb6973de8a14fc4f8fcf07120b76eda7722e53c5513ccac8fdeText mentions: pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Neura Relay

www.neurarelay.com

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

Inspect source observations
https://www.neurarelay.com/ ↗2026-10-15T19:01:19.709ZSHA-256: 261b98a6e7b9f061bd6b217e95a76754330e33077c63be9181fd735137be9722Text mentions: no tracked topics. Mentions are not verified claims.
https://github.com/neurarelay/relay-action-card ↗

Cross-origin documentation requires association review; not fetched.

https://www.neurarelay.com/developers/workspace ↗

Card redirect requires separate review

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Outlit

www.outlit.ai

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

Inspect source observations
https://www.outlit.ai/ ↗2026-10-15T19:01:21.527ZSHA-256: 8a2d29acf50d47d6af34ddafc40c780fe0acb2bbd583c0291a1941dbdb809daaText mentions: pricing, interface. Mentions are not verified claims.
https://docs.outlit.ai/ ↗

Cross-origin documentation requires association review; not fetched.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

AI Crawler Index

www.pathwren.workers.dev

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

Inspect source observations
https://www.pathwren.workers.dev/a2a.html ↗2026-10-15T19:01:22.117ZSHA-256: fbc10d9b87d466fd807c1f26e98fe27bfc0b488776dc783bf6b3d51bce515234Text mentions: authentication, interface, capability. Mentions are not verified claims.
https://www.pathwren.workers.dev/ ↗

Unsupported documentation content type

https://www.pathwren.workers.dev/mcp ↗

Unsupported documentation content type

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Pixeltable Assistant

www.pixeltable.com

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

Inspect source observations
https://www.pixeltable.com/ ↗2026-10-15T19:01:23.154ZSHA-256: 035dbd17d567d5d5b436e6fb383842c3da8e724179fe66be257c116aa234dfb0Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://www.pixeltable.com/pricing ↗2026-10-15T19:01:24.198ZSHA-256: cbb1fbc42d0e02a9e0d7ed7d61691808a061b2d2548f2400c1fd742165c85a84Text mentions: pricing, capability. Mentions are not verified claims.
https://docs.pixeltable.com/ ↗

Cross-origin documentation requires association review; not fetched.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

PoolParty Agent Concierge

www.poolparty.io

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

Inspect source observations
https://www.poolparty.io/agent ↗2026-10-15T19:01:23.029ZSHA-256: 8cc67a137227c8771568b16887d7f6f8df4a85bd5afb736f34fde35e43654a2eText mentions: interface, capability. Mentions are not verified claims.
https://www.poolparty.io/ ↗2026-10-15T19:01:23.265ZSHA-256: 2a8e1245292e247d941962b6eee9fdabd2fea35b1d46a2e4146b3f59ae6af35bText mentions: interface. Mentions are not verified claims.
https://www.poolparty.io/api/a2a ↗

Unsupported documentation content type

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

RE Merrill Pump Application Agent

www.remerrill.com

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

Inspect source observations
https://www.remerrill.com/llms.txt ↗2026-10-15T19:01:24.089ZSHA-256: 2c6a32ef38d263111ea717a0ad3d63cd4f7b19b5edaaf42470b4ffd2765fdef4Text mentions: pricing, interface, capability. Mentions are not verified claims.
https://www.remerrill.com/ ↗2026-10-15T19:01:24.182ZSHA-256: eea973eb0846b5c7506cf4605830262d0cffa550f7a9d6c52e41b2dda56d0bf4Text mentions: no tracked topics. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Ruben Marcus Portfolio Agent

www.rubenmarcus.dev

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

Inspect source observations
https://www.rubenmarcus.dev/developers ↗2026-10-15T19:01:24.650ZSHA-256: 3686d718338b788408525e289ab1a9d5c4f51f571130e76a2fb7c55db2e382beText mentions: authentication, interface, capability. Mentions are not verified claims.
https://www.rubenmarcus.dev/ ↗2026-10-15T19:01:24.803ZSHA-256: b6df2f535539bd853cba0c57d38a5f8a1f29ea398e025255d0d7cbf6a17b0799Text mentions: interface, capability. Mentions are not verified claims.
https://www.rubenmarcus.dev/api/hire ↗

Unsupported documentation content type

Original discovery sources

provider-card source ↗