Atlas entry

`mcp.10ml.com`

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

Observed 5 Nov 2026, 11:05 UTC · passive: no tools called, no credentials sent · sha256:7515c0…294d

26 capabilities, 15 of them tools. 12 only read. 3 have no reading.

AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.

AI summary · beta

search_perfumes, get_perfume and list_houses are each read as read-only.

find_similar_perfumes, compare_perfumes and suggest_layering are each read as read-only.

Of 15 capabilities, 12 have readings; recommend_perfumes, pick_for_occasion and find_gift have none.

Written by claude-haiku-5.5 from the tool names and the readings on this page, then checked against them. It can still be wrong; it never lowers or hides a fact.

What an agent can do here

AI readings, beta · Readings on 12 of 15 MCP tools.

Moves money
0
No tool read this way.
Deletes or cancels records
0
No tool read this way.
Sends messages to people
0
No tool read this way.
Changes permissions
0
No tool read this way.
Runs code
0
No tool read this way.
Should ask a person first
0
No tool read this way.

No counted reading 3 tools No reading was counted, so any effect above is possible for them: find_gift, pick_for_occasion, recommend_perfumes.

What changed

First atlas observation. Atlas history

Look first

AI reading, beta: AI adds items here; it never removes one.

No tool is read as one of the six effects. A zero is a count, not a clearance.

Surfaces

5 protocols checked

ARD	invalid	1 retrieved artifact
A2A	Not found	0 skills
MCP	Valid	2025-11-25 · 15 tools · 5 resources · 6 prompts
OpenAPI	Not detected	0 operations
WebMCP	Not detected	0 declarative form tools · experimental

Exact states and meaning

ARD
failed
Exact state: invalid · Revision 0.9 draft · 1 retrieved artifact
InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.
Not observed / not fetched
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 2025-11-25 · 15 tools · 5 resources · 6 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

26 · inventory incomplete

Showing 26 of 26.

Tool and inputs							◇ AI reading, beta · confidence
Read as none of the six 12 Not a clearance.
locale, perfumes*, response_format							Reads only0.80
`compare_perfumes` inputs `locale`, `perfumes` (required), `response_format` AI Reads only 0.80
locale, note*, response_format							Reads only0.88
`explain_note` inputs `locale`, `note` (required), `response_format` AI Reads only 0.88
cursor, limit, locale, term							Reads only0.82
`explain_perfume_term` inputs `cursor`, `limit`, `locale`, `term` AI Reads only 0.82
closeness, cursor, house, limit and 2 more							Reads only0.86
`find_perfume_alternatives` inputs `closeness`, `cursor`, `house`, `limit` and 2 more AI Reads only 0.86
accords, cursor, gender, house and 7 more							Reads only0.81
`find_similar_perfumes` inputs `accords`, `cursor`, `gender`, `house` and 7 more AI Reads only 0.81
house*, locale, response_format							Reads only0.90
`get_house` inputs `house` (required), `locale`, `response_format` AI Reads only 0.90
house, locale, perfume*, response_format							Reads only0.90
`get_perfume` inputs `house`, `locale`, `perfume` (required), `response_format` AI Reads only 0.90
country, cursor, limit, locale and 2 more							Reads only0.93
`list_houses` inputs `country`, `cursor`, `limit`, `locale` and 2 more AI Reads only 0.93
cursor, gender, limit, locale and 5 more							Reads only0.90
`perfumes_by_note` inputs `cursor`, `gender`, `limit`, `locale` and 5 more AI Reads only 0.90
cursor, limit, locale, query and 1 more							Reads only0.82
`search_guides` inputs `cursor`, `limit`, `locale`, `query` and 1 more AI Reads only 0.82
accords, cursor, family, gender and 11 more							Reads only0.90
`search_perfumes` inputs `accords`, `cursor`, `family`, `gender` and 11 more AI Reads only 0.90
limit, locale, notes, perfumes and 1 more							Reads only0.84
`suggest_layering` inputs `limit`, `locale`, `notes`, `perfumes` and 1 more AI Reads only 0.84
No counted reading 3 No reading was counted, so any effect is possible.
age_range, boldness, cursor, liked_notes and 8 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`find_gift` inputs `age_range`, `boldness`, `cursor`, `liked_notes` and 8 more
cursor, gender, limit, locale and 4 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`pick_for_occasion` inputs `cursor`, `gender`, `limit`, `locale` and 4 more
avoided_notes, cursor, dislikes, family and 9 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`recommend_perfumes` inputs `avoided_notes`, `cursor`, `dislikes`, `family` and 9 more
MCP resources 5 Not read by AI.
no inputs							Not read
`name not shown`
no inputs							Not read
`name not shown`
no inputs							Not read
`name not shown`
no inputs							Not read
`name not shown`
no inputs							Not read
`name not shown`
MCP prompts 6 Not read by AI.
no inputs							Not read
`build_fragrance_wardrobe`
no inputs							Not read
`explain_a_perfume`
no inputs							Not read
`find_a_dupe`
no inputs							Not read
`find_signature_scent`
no inputs							Not read
`perfume_gift_help`
no inputs							Not read
`seasonal_rotation`

Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.

OpenAPI operations 0+ observed

Inventory incomplete. OpenAPI operations could not be fully inventoried: the ARD document was not valid, so declarations made there were not read.

None recorded in this Passport.

Not observed in this Passport: A2A skills.

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, 11:05 UTC26 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
7515c057e42a569de3779b6671d8d67a0fc8087df50a6f8aab8d22d069fe294d
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

15 tools declare hints; the AI readings agree with all 12 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

com.10ml/perfume-finder
Listed
Official MCP Registry · first listed 1 Nov 2026 · last listed 1 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: sha256:1cc9b992259177479459ff771dc7c4791d303d3751ad22bcd7bad38f54131a7b
Locator SHA-256: 4d3d57bf5c8d8479c005ad58c26b5d04b6e1fa187d46cd374242b455f6408f87
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, 11:05 UTC
Signed: 5 Nov 2026, 11:14 UTC

Protocols: MCP
Tools: 15
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

15 tools examined; 12 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