Atlas entry

`agent-data-tools.revmesh2074.workers.dev`

25 capabilities over MCP. The inventory is incomplete. First atlas observation.

Observed 5 Nov 2026, 08:50 UTC · passive: no tools called, no credentials sent · sha256:8ed3f7…de84

What changed

First atlas observation. Atlas history

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	invalid	0 skills
MCP	Valid	2025-11-25 · 25 tools · resources not advertised · prompts not advertised
OpenAPI	Not detected	0 operations
WebMCP	Not detected	0 declarative form tools · experimental

Exact states and meaning

ARD
absent
Exact state: not found · No document retrieved
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
A2A
failed
Exact state: invalid · Revision 1.0 · 0 skills
InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.
Not observed / not fetched
MCP
observed
Exact state: valid · Revision 2025-11-25 · 25 tools · resources not advertised · prompts not advertised
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

25 · inventory incomplete

Showing 25 of 25.

Tool and inputs	Status
q*	Observed
`ai_answer` inputs `q` (required)
maxTokens, messages, prompt*, response_format and 4 more	Observed
`ai_chat` inputs `maxTokens`, `messages`, `prompt` (required), `response_format` and 4 more
maxTokens, model, prompt*, system and 1 more	Observed
`ai_chat_large` inputs `maxTokens`, `model`, `prompt` (required), `system` and 1 more
labels, text	Observed
`ai_classify` inputs `labels` (required), `text` (required)
text*	Observed
`ai_embed` inputs `text` (required)
fields, text	Observed
`ai_extract_json` inputs `fields` (required), `text` (required)
claim*	Observed
`ai_fact_check` inputs `claim` (required)
count, text*	Observed
`ai_keywords` inputs `count`, `text` (required)
maxTokens, prompt*, system, temperature	Observed
`ai_model_deepseek_r1` inputs `maxTokens`, `prompt` (required), `system`, `temperature`
maxTokens, prompt*, system, temperature	Observed
`ai_model_gpt_oss_120b` inputs `maxTokens`, `prompt` (required), `system`, `temperature`
maxTokens, prompt*, system, temperature	Observed
`ai_model_gpt_oss_20b` inputs `maxTokens`, `prompt` (required), `system`, `temperature`
maxTokens, prompt*, system, temperature	Observed
`ai_model_mistral_small` inputs `maxTokens`, `prompt` (required), `system`, `temperature`
maxTokens, prompt*, system, temperature	Observed
`ai_model_qwen3_30b` inputs `maxTokens`, `prompt` (required), `system`, `temperature`
maxTokens, prompt*, system, temperature	Observed
`ai_model_qwen_coder` inputs `maxTokens`, `prompt` (required), `system`, `temperature`
text*	Observed
`ai_moderation` inputs `text` (required)
depth, text*	Observed
`ai_outline` inputs `depth`, `text` (required)
documents, query, top_n	Observed
`ai_rerank` inputs `documents` (required), `query` (required), `top_n`
style, text*	Observed
`ai_rewrite` inputs `style`, `text` (required)
text*	Observed
`ai_sentiment` inputs `text` (required)
lang, text*	Observed
`ai_speech` inputs `lang`, `text` (required)
sentences, text*	Observed
`ai_summarize_text` inputs `sentences`, `text` (required)
from, text, to	Observed
`ai_translate` inputs `from`, `text` (required), `to` (required)
question, url*	Observed
`describe` inputs `question`, `url` (required)
prompt*, steps	Observed
`image` inputs `prompt` (required), `steps`
url*	Observed
`transcribe` inputs `url` (required)

A2A skills 0+ observed

Inventory incomplete. The displayed count is a lower bound; missing items do not prove removal.

None recorded in this Passport.

Not observed in this Passport: 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, 08:50 UTC25 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
8ed3f70429c80b3ae2f029994b611efb0f68e1297830ed74833d9d1f8425de84
Passport schema
0.5.0, passport-semantic-v4
Consistency
MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · MCP_RESOURCES_ADVERTISEMENT_LIST: not applicable · 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

25 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

io.github.Nutshell2000/agent-data-tools-ai
Listed
Official MCP Registry · first listed 5 Nov 2026 · last listed 5 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:a2e800cb9a9ff80d0d24793bcd32155c9536f76f96ed7233157319ca0eea52c5
Locator SHA-256: be6db22963c4da89e48377c1fb3f89938da5dd7e59dfe8a7e8bd18c66d493282
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, 08:50 UTC
Signed: 5 Nov 2026, 09:19 UTC

Protocols: MCP
Tools: 25
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

25 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