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

mcp

dataecho.ai

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

Inspect source observations
https://dataecho.ai/ ↗2026-10-15T19:03:41.464ZSHA-256: 5041a830a9ebf1c380b5e0857a53cc4f2cbeb6854fa2aba6107b03ff6ecca1ecText mentions: authentication, capability. Mentions are not verified claims.
https://dataecho.ai/docs ↗2026-10-15T19:03:41.744ZSHA-256: 64f4e05f4cb42101ee60bd493159f286722ab5e82636962dd9b5656a9792d6a6Text mentions: authentication, capability. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

Video Dubbing, Subtitles, Transcription & Audiobooks — MultiVoice

multivoice.ai

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

Inspect source observations
https://multivoice.ai/for-agents ↗2026-10-15T19:03:43.872ZSHA-256: 3ad1a42e3476276223c4dc1835dae0608817da6b45d35acc36cc00e87c9190e8Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://multivoice.ai/mcp/audiobook ↗2026-10-15T19:03:44.183ZSHA-256: cf7b15954a649299aa88e648781e85206fa2d768e606ecf14139b6606db878c4Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://multivoice.ai/mcp/subtitles ↗2026-10-15T19:03:44.486ZSHA-256: 6590f49e17ec9f4c58b2cdfad451673e152a508aa820e7e80520f54dde8898bdText mentions: authentication, pricing, interface. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

DC Hub Intelligence

dchub.cloud

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

Inspect source observations
https://dchub.cloud/ ↗2026-10-15T19:03:44.143ZSHA-256: 9f92c0f8b56ad4c27656c7cee902802e9312a7b1b65bed68980108e91316dee0Text mentions: pricing, interface, capability. Mentions are not verified claims.
https://dchub.cloud/pricing ↗2026-10-15T19:03:44.413ZSHA-256: 999f1a7888720c303b3283de10d06240a9949a52f2cfc9f5533b6b3291dabc22Text mentions: pricing, interface, capability. Mentions are not verified claims.
https://dchub.cloud/api-docs ↗2026-10-15T19:03:44.639ZSHA-256: f6ce439ac354dbdefce8cf38e96d78735619a832d84c661c763cded6250b6612Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

DeepDNA

deepdna.ai

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

Inspect source observations
https://deepdna.ai/docs/ ↗2026-10-15T19:03:45.374ZSHA-256: 5cd37c86846c5995da6e48e608f85ec132603815d27e21865ccb8a8ccd233e01Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://deepdna.ai/pricing/ ↗2026-10-15T19:03:45.858ZSHA-256: 9536a842746269588c3b760a893a0f43a43f672085d04d83fed7b7a61adaca73Text mentions: authentication, pricing, capability. Mentions are not verified claims.
https://deepdna.ai/api/v1/genes ↗

Unsupported documentation content type

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

defenseops-intel Agent

defenseops-ai.dev

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

Inspect source observations
https://defenseops-ai.dev/ ↗2026-10-15T19:03:45.993ZSHA-256: e9e318f0f2073cbd46739f500833cbd6e27500126a6081267ed2bc20f23b802cText mentions: authentication, interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

HALOWERK defiwerk

defi.halowerk.com

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

Inspect source observations
https://defi.halowerk.com/ ↗2026-10-15T19:03:46.273ZSHA-256: 1dca51e410e5ebd88332209f685534a2d93e06fce4be02964e8e60f1eb3f0021Text mentions: pricing, interface, capability. Mentions are not verified claims.
https://defi.halowerk.com/mcp ↗

Unsupported documentation content type

https://defi.halowerk.com/pricing ↗

Unsupported documentation content type

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

HALOWERK depwerk

dep.halowerk.com

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

Inspect source observations
https://dep.halowerk.com/ ↗2026-10-15T19:03:46.660ZSHA-256: 6d3113fbaea0268b0c0e68be9ebc7047b509855716745f77c1b6879fc52c8c82Text mentions: pricing, interface, capability. Mentions are not verified claims.
https://dep.halowerk.com/mcp ↗

Unsupported documentation content type

https://dep.halowerk.com/pricing ↗

Unsupported documentation content type

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

devpipeline Agent

devpipeline-ai.dev

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

Inspect source observations
https://devpipeline-ai.dev/ ↗2026-10-15T19:03:27.161ZSHA-256: ad4193cf3db6aebe1ff49e20e62572ea7ff70502149fc2eacdb508cc4a33425eText mentions: authentication, interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Directories.ai

directories.ai

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

Inspect source observations
https://directories.ai/docs/mcp-integration-guide ↗2026-10-15T19:03:27.619ZSHA-256: 18f339fafb22fd23450b99a9bb54b7d7f89b47cbfd2a1e004ace8a519dabf396Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://directories.ai/docs ↗2026-10-15T19:03:28.108ZSHA-256: 98b0c3bc385060c7af3798e62c6896f4f4453af00644077c159e52021e7efdcbText mentions: authentication, pricing, interface. Mentions are not verified claims.
https://directories.ai/pricing ↗2026-10-15T19:03:28.602ZSHA-256: 9aa4fac81a49b6cf131825f9491ad42ac79aa39e9617f21c238c75e1cddb6c18Text mentions: pricing, interface. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

Domain Intel

dns.halowerk.com

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

Inspect source observations
https://dns.halowerk.com/ ↗2026-10-15T19:03:27.547ZSHA-256: d87f1a9b33892b0839ab1d3bc938c12e900c64324fa3eaed7aae31f53bd089dfText mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://dns.halowerk.com/mcp ↗

Unsupported documentation content type

https://dns.halowerk.com/pricing ↗

Unsupported documentation content type

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Docs.tofuhq.com AI Agent

docs.tofuhq.com

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

Inspect source observations
https://docs.tofuhq.com/ ↗2026-10-15T19:03:30.484ZSHA-256: f6fadc006428585a7dd46ddd25c2ca6be793d76f98ec7345f9b8c388eac6914eText mentions: pricing, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗

READABLE TEXT · SOURCE PASS

Doklad.ai

doklad.ai

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

Inspect source observations
https://doklad.ai/mcp-fakturace ↗2026-10-15T19:03:29.057ZSHA-256: 69ca386095faa4fc84f680b5f18fd872d86f73e4074343cf141e1cd5751bbd8cText mentions: authentication, interface, capability. Mentions are not verified claims.
https://doklad.ai/pricing ↗2026-10-15T19:03:29.190ZSHA-256: 91fcfd181c2275bc6bcfa522b20edf544e72932a891d2e22455674b75ae9c303Text mentions: interface. Mentions are not verified claims.
https://doklad.ai/mcp-servery-fakturace ↗2026-10-15T19:03:29.352ZSHA-256: 1fe6f5e61759d8d0fc0fbc38cb92c749349c588738e979de21062a9e4a16b0c6Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.

Original discovery sources

registry source ↗

READABLE TEXT · SOURCE PASS

Dominion Observatory

dominionobservatory.com

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

Inspect source observations
https://dominionobservatory.com/ ↗2026-10-15T19:03:29.742ZSHA-256: 2bb2dea42b17300d2c25f0906eb7f5fc8f018c7ab0c36193340ebee8b10836d9Text mentions: authentication, pricing, interface, capability. Mentions are not verified claims.
https://dominionobservatory.com/examples/mcp-tool-change ↗2026-10-15T19:03:30.059ZSHA-256: 59e880268e56c14945b43003fa82c6f9d9a3279019a31bb0945be59599026c59Text mentions: interface, capability. Mentions are not verified claims.

Original discovery sources

provider-card source ↗