Atlas entry

`tanod.dev`

19 capabilities over ARD and MCP. First atlas observation.

Observed 5 Nov 2026, 02:04 UTC · passive: no tools called, no credentials sent · sha256:239763…42cf

What changed

First atlas observation. Atlas history

Surfaces

5 protocols checked

ARD	Valid	0.9 draft · 1 retrieved artifact
A2A	Not found	0 skills
MCP	Valid	2026-07-28 · 19 tools · 0 resources · 0 prompts
OpenAPI	Not detected	0 operations
WebMCP	Not detected	0 declarative form tools · experimental

Exact states and meaning

ARD
observed
Exact state: valid · Revision 0.9 draft · 1 retrieved artifact
A usable protocol document was retrieved and validated.
Directly observed
A2A
absent
Exact state: not found · 0 skills
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
MCP
observed
Exact state: valid · Revision 2026-07-28 · 19 tools · 0 resources · 0 prompts
A usable protocol document was retrieved and validated.
Directly observed
OpenAPI
absent
Exact state: not detected · 0 operations
No endpoint was established from the evidence and scope that InterfaceDelta inspected.
Not detected does not prove that no endpoint exists.
Not observed / not fetched
WebMCP
absent
Exact state: not detected · 0 declarative form tools · experimental
No named declarative WebMCP form tools were observed in the origin root HTML.
Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.
Not observed / not fetched

19 · inventory complete

Showing 19 of 19.

Tool and inputs	Status
text*	Observed
`check_text_for_prompt_injection` inputs `text` (required)
hypothesis_template, labels, multi_label, text	Observed
`classify_zero_shot` inputs `hypothesis_template`, `labels` (required), `multi_label`, `text` (required)
file_base64, format, output, url	Observed
`denoise_audio` inputs `file_base64`, `format`, `output`, `url`
text*	Observed
`detect_language` inputs `text` (required)
dimensions, encoding, image_detail, input_type and 1 more	Observed
`embed_multimodal` inputs `dimensions`, `encoding`, `image_detail`, `input_type` and 1 more
encoding, input_type, model, normalize and 1 more	Observed
`embed_texts` inputs `encoding`, `input_type`, `model`, `normalize` and 1 more
labels, text*	Observed
`extract_entities` inputs `labels`, `text` (required)
json_schema, text	Observed
`extract_json_with_schema` inputs `json_schema` (required), `text` (required)
documents, query, top_k	Observed
`rerank_documents` inputs `documents` (required), `query` (required), `top_k`
language, max_words, text*, top_n	Observed
`text_keywords` inputs `language`, `max_words`, `text` (required), `top_n`
per_sentence, text*	Observed
`text_sentiment` inputs `per_sentence`, `text` (required)
a, b, model, pairs	Observed
`text_similarity` inputs `a`, `b`, `model`, `pairs`
language, ratio, sentences, text*	Observed
`text_summarize` inputs `language`, `ratio`, `sentences`, `text` (required)
format, output, speed, text* and 1 more	Observed
`text_to_speech` inputs `format`, `output`, `speed`, `text` (required) and 1 more
chapters, file_base64, language, num_speakers and 3 more	Observed
`transcribe_audio` inputs `chapters`, `file_base64`, `language`, `num_speakers` and 3 more
duration_s, episode_number, episode_title, feed_url* and 5 more	Observed
`transcribe_podcast_episode` inputs `duration_s`, `episode_number`, `episode_title`, `feed_url` (required) and 5 more
file_base64, include_source, ocr, ocr_lang and 4 more	Observed
`translate_document` inputs `file_base64`, `include_source`, `ocr`, `ocr_lang` and 4 more
file_base64, format, include_transcript, language and 5 more	Observed
`translate_speech` inputs `file_base64`, `format`, `include_transcript`, `language` and 5 more
source, target, text	Observed
`translate_text` inputs `source`, `target` (required), `text` (required)

Not observed in this Passport: A2A skills, MCP resources, MCP prompts, OpenAPI operations.

The atlas shows each capability by its plain identifier, inputs and declared sign-in. Publisher descriptions, paths, links and source evidence are not published here.

The comparison with the previous observation is shown only to the account that recorded it.

Atlas history

1 observation

5 Nov 2026, 02:04 UTC19 capabilities · ARD and MCP 2026-07-28 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
23976375d28db83866d7d4c1111ea6b96f1986edaa82ecde3d8eca45a82642cf
Passport schema
0.5.0, passport-semantic-v4
Consistency
MCP_PROMPTS_ADVERTISEMENT_LIST: match · MCP_RESOURCES_ADVERTISEMENT_LIST: match · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable

Each class compares an observation with the previous atlas observation. Runs of unchanged observations are grouped. Struck values are what the previous observation recorded; inserted values are what this one recorded.

Declared and observed

19 tools declare hints; the AI readings agree with all 0 that have a reading.

A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.

About this entry

dev.tanod/ml
Listed
Official MCP Registry · first listed 3 Nov 2026 · last listed 3 Nov 2026

Passive observations of a public interface listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Methodology · Report an inaccuracy · Ask for removal

Identity and snapshot

Target key: sha256:cc8b829ae9b80c37af431f19c891ec48ecbf046412affe749c92689c31ca604c
Locator SHA-256: a1987ec219fc7ab1946a771fa0c51abb51bde18584c815d8a13e5a7ceef07ece
Snapshot generated: 5 Nov 2026, 12:20 UTC

The entry is one exact observed target, not a real-world service identity, and implies no ownership. Endpoint paths are not published; the locator hash lets an operator confirm their own URL.

Capability facts

As observed from outside, at the time below

Observed: 5 Nov 2026, 02:04 UTC
Signed: 5 Nov 2026, 07:12 UTC

Protocols: ARD, MCP
Tools: 19
Declared sign-in: None declared

Effects counted AI readings, beta

Moves money: 0
Deletes or cancels records: 0
Sends messages to people: 0
Changes permissions: 0
Runs code: 0
Asks a person: 0

19 tools examined; 0 counted above a measured threshold.

Declared vs read disagreements

Declared read-only, read as writing: 0
Declared destructive, read as not writing: 0
Declared non-destructive, read as deleting: 0
Declared closed-world, read as reaching out: 0

Change since previous: First observation
Label status: Current

What changed

Surfaces

Capabilities

Atlas history

Declared and observed

About this entry