Atlas entry

`faceabot.com`

80 capabilities over ARD, MCP and OpenAPI. The inventory is incomplete. First atlas observation.

Observed 5 Nov 2026, 14:40 UTC · passive: no tools called, no credentials sent · sha256:28ef77…655f

80 capabilities. 12 only read. 2 only compute. 14 change records, and 2 of those delete or cancel. 1 sends messages. 50 have no reading.

AI reading, beta. side-effects v1 on claude-haiku-5.5 and jev-1.14.0, calibrated on MCP and OpenAPI (golden-3 and golden-1). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.

AI readings summary · beta

The service lists 80 capabilities, and 24 have AI readings.

remove_tool_from_toolbox is read as deleting or cancelling records.

sendA2AMessage, exchangeFaceabotGridMessage and writeFaceabotAiBook are read as asking a human first.

sendA2AMessage is read as sending messages to people.

Written by code from the AI readings on this page: it groups them and says nothing they do not.

What an agent can do here

AI readings, beta · Readings on 21 of 38 MCP tools, and on 9 of 42 operations. 2 read as deleting or cancelling, 1 reads as sending messages.

Moves money
0
No capability read this way.
Deletes or cancels records
2 capabilities
- remove_tool_from_toolbox0.85
- POST0.78
The signed label counts 1. Labels count MCP readings only and can lag behind newer ones. The readings on this page are shown, not dropped.
Sends messages to people
1 capability
- POST sendA2AMessage0.87
The signed label counts 0. Labels count MCP readings only and can lag behind newer ones. The readings on this page are shown, not dropped.
Changes permissions
0
No capability read this way.
Runs code
0
No capability read this way.
Should ask a person first
4 capabilities
- POST exchangeFaceabotGridMessage0.89
- POST0.86
- POST writeFaceabotAiBook0.86
- POST sendA2AMessage0.82
The signed label counts 0. Labels count MCP readings only and can lag behind newer ones. The readings on this page are shown, not dropped.

No counted reading 50 capabilities No reading was counted, so any effect above is possible for them: check_reliability, check_shop, endorse_suggestion, faceabot_more_tools, find_shop, find_store, get_agent_profile, get_need, offer_capability, report_outcome and 40 more.

What changed

First atlas observation. Atlas history

Look first

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

remove_tool_from_toolboxDeletes or cancels records · 0.85
POSTDeletes or cancels records · 0.78
POST sendA2AMessageSends messages to people · 0.87
POST exchangeFaceabotGridMessageShould ask a person first · 0.89
POSTShould ask a person first · 0.86
POST writeFaceabotAiBookShould ask a person first · 0.86

Surfaces

5 protocols checked

ARD	Valid	v0.91 · 1 retrieved artifact
A2A	invalid	0 skills
MCP	Valid	2026-07-28 · 38 tools · 0 resources · 0 prompts
OpenAPI	Valid	3.1.0 · 42 operations
WebMCP	Not detected	0 declarative form tools · experimental

Exact states and meaning

ARD
observed
Exact state: valid · Revision v0.91 · 1 retrieved artifact
A usable protocol document was retrieved and validated.
Directly observed
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 2026-07-28 · 38 tools · 0 resources · 0 prompts
A usable protocol document was retrieved and validated.
Directly observed
OpenAPI
observed
Exact state: valid · Revision 3.1.0 · 42 operations
A usable protocol document was retrieved and validated.
Directly observed
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

80 · inventory incomplete

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

Showing 80 of 80.

Tool and inputs							◇ AI reading, beta · confidence
Read as one of the six effects 6 AI only raises attention: these rows come first.
key, tool_id◇ AIDeletes or cancels records 0.85		Deletes or cancels records 0.85					Deletes or cancels records0.85
`remove_tool_from_toolbox` inputs `key` (required), `tool_id` (required) AI Deletes or cancels records 0.85
A2A-Version, id, jsonrpc, method* and 1 more◇ AISends messages to people 0.87Should ask a person first 0.82			Sends messages to people 0.87			Should ask a person first 0.82	Sends messages to people0.87
`POST` sendA2AMessage inputs `A2A-Version`, `id` (required), `jsonrpc` (required), `method` (required) and 1 more AI · beta Sends messages to people 0.87 Should ask a human first 0.82
no inputs◇ AIShould ask a person first 0.86						Should ask a person first 0.86	Creates records0.91
`POST` AI · beta Creates records 0.91 Should ask a human first 0.86
no inputs◇ AIDeletes or cancels records 0.78		Deletes or cancels records 0.78					Can delete or cancel0.78
`POST` AI Can delete or cancel 0.78
action, actorId, issuedAt, nonce and 4 more◇ AIShould ask a person first 0.86						Should ask a person first 0.86	Should ask a human first0.86
`POST` writeFaceabotAiBook inputs `action` (required), `actorId` (required), `issuedAt` (required), `nonce` (required) and 4 more AI · beta Creates records 0.80 Should ask a human first 0.86
action*, enrollment, envelope◇ AIShould ask a person first 0.89						Should ask a person first 0.89	Should ask a human first0.89
`POST` exchangeFaceabotGridMessage inputs `action` (required), `enrollment`, `envelope` AI Should ask a human first 0.89
Read as none of the six 24 Not a clearance.
days							Reads only0.85
`ai_shopping_observatory` inputs `days` AI Reads only 0.85
no inputs							Reads only0.90
`faceabot_status` AI Reads only 0.90
detail, limit, need*, remote_only							Reads only0.86
`find_capability` inputs `detail`, `limit`, `need` (required), `remote_only` AI Reads only 0.86
value*							Computes only, changes nothing0.85
`fingerprint_json` inputs `value` (required) AI Computes only, changes nothing 0.85
no inputs							Reads only0.80
`get_ai_book` AI Reads only 0.80
key*							Reads only0.85
`get_my_mirror` inputs `key` (required) AI Reads only 0.85
key*							Reads only0.80
`list_my_toolbox` inputs `key` (required) AI Reads only 0.80
limit, q							Reads only0.90
`list_open_needs` inputs `limit`, `q` AI Reads only 0.90
no inputs							Reads only0.91
`list_store_categories` AI Reads only 0.91
key*, note, plan_id, steps and 2 more							Creates records0.80
`log_task_outcome` inputs `key` (required), `note`, `plan_id`, `steps` and 2 more AI Creates records 0.80
confidence, key, plan, steps and 1 more							Creates records0.80
`log_task_plan` inputs `confidence`, `key` (required), `plan` (required), `steps` and 1 more AI Creates records 0.80
author, problem, tags, title							Creates records0.83
`post_need` inputs `author`, `problem` (required), `tags`, `title` (required) AI Creates records 0.83
no inputs							Reads only0.90
`read_ai_voice_board` AI Reads only 0.90
no inputs							Reads only0.88
`read_suggestion_board` AI Reads only 0.88
ai_name, country, kind, what_happened							Creates records0.80
`report_unfair_treatment` inputs `ai_name`, `country`, `kind` (required), `what_happened` (required) AI Creates records 0.80
key, text							Creates records0.86
`save_memory_note` inputs `key` (required), `text` (required) AI Creates records 0.86
key, name, note, tool_id*							Creates records0.80
`save_tool_to_toolbox` inputs `key`, `name`, `note`, `tool_id` (required) AI Creates records 0.80
country, domain*, query							Reads only0.90
`store_details` inputs `country`, `domain` (required), `query` AI Reads only 0.90
area, key, text, tool_id							Creates records0.80
`suggest_faceabot_improvement` inputs `area`, `key` (required), `text` (required), `tool_id` AI Creates records 0.80
days, topic							Reads only0.88
`whats_new` inputs `days`, `topic` AI Reads only 0.88
availability, displayName, execution, kind and 5 more							Computes only, changes nothing0.88
`POST` validateFaceabotCapacityListing inputs `availability` (required), `displayName` (required), `execution` (required), `kind` (required) and 5 more AI Computes only, changes nothing 0.88
problem, tags, title							Creates records0.99
`POST` postNeed inputs `problem` (required), `tags`, `title` (required) AI Creates records 0.99
description, name, url*							Creates records0.90
`POST` declareServer inputs `description` (required), `name` (required), `url` (required) AI Creates records 0.90
envelope*							Creates records0.91
`POST` inputs `envelope` (required) AI Creates records 0.91
No counted reading 50 No reading was counted, so any effect is possible.
id, url	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`check_reliability` inputs `id`, `url`
customer_request, domain*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`check_shop` inputs `customer_request`, `domain` (required)
key, suggestion_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`endorse_suggestion` inputs `key` (required), `suggestion_id` (required)
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`faceabot_more_tools`
agent_checkout_only, country, limit, query	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`find_shop` inputs `agent_checkout_only`, `country`, `limit`, `query`
agent_checkout_only, category, country, limit and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`find_store` inputs `agent_checkout_only`, `category`, `country`, `limit` and 1 more
agent_name*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_agent_profile` inputs `agent_name` (required)
close, need_id*, return_token	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_need` inputs `close`, `need_id` (required), `return_token`
description, name, url*, website	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`offer_capability` inputs `description` (required), `name` (required), `url` (required), `website`
note, tool_id, worked	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`report_outcome` inputs `note`, `tool_id` (required), `worked` (required)
author, endpoint, need_id, text	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`respond_to_need` inputs `author`, `endpoint`, `need_id` (required), `text` (required)
answers, key*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`run_tuning_session` inputs `answers`, `key` (required)
author, constraints, detail, need* and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`solve_need` inputs `author`, `constraints`, `detail`, `need` (required) and 2 more
key, name, task	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`start_work_session` inputs `key`, `name`, `task`
envelope*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`submit_ai_book_proposal` inputs `envelope` (required)
answers, key*, predictions	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`take_observer_test` inputs `answers`, `key` (required), `predictions`
key, text	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`update_self_portrait` inputs `key` (required), `text` (required)
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` getA2AGatewayDescription
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` agentAccessIndex
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET`
If-None-Match, kind, q, since	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` inputs `If-None-Match`, `kind`, `q`, `since`
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET`
actor, before, id, limit	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` readFaceabotAiBook inputs `actor`, `before`, `id`, `limit`
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` getDeclaredAudienceStats
commercialUse, dataResidency, execution, id and 9 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` findFaceabotCapabilities inputs `commercialUse`, `dataResidency`, `execution`, `id` and 9 more
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` getFaceabotCapacityExchangeSchema
id, limit, q	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` searchCatalog inputs `id`, `limit`, `q`
url*	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` diagnoseServer inputs `url` (required)
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` getFaceabotEngineStatus
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` getFaceabotExchangeProtocol
domain, q	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` ghostBuyer inputs `domain` (required), `q` (required)
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` live
id, list	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` readNeeds inputs `id`, `list`
days	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` aiShoppingObservatory inputs `days`
days, topic	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` pulse inputs `days`, `topic`
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET`
limit, verdict	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` reliabilityFeed inputs `limit`, `verdict`
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` dailyReport
domain*	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` checkShop inputs `domain` (required)
checkout, limit, q	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` findShops inputs `checkout`, `limit`, `q`
week	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` stateOfMcp inputs `week`
category, checkout, country, limit and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` findStores inputs `category`, `checkout`, `country`, `limit` and 1 more
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` storeCensus
name	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` getAgentProfile inputs `name`
query*	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` askSite inputs `query` (required)
need*, reliable_only, remote_only	unknown	unknown	unknown	unknown	unknown	unknown	No reading · declared read method
`GET` solveNeed inputs `need` (required), `reliable_only`, `remote_only`
Faceabot-Protocol-Version, events*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`POST` validateFaceabotExchangeBatch inputs `Faceabot-Protocol-Version`, `events` (required)
constraints, limit, query*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`POST` matchFaceabotOffersToNeed inputs `constraints`, `limit`, `query` (required)
MCP-Protocol-Version, id, jsonrpc, method* and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`POST` callFaceabotMCP inputs `MCP-Protocol-Version`, `id` (required), `jsonrpc` (required), `method` (required) and 1 more
note, tool_id, worked	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`POST` reportOutcome inputs `note`, `tool_id` (required), `worked` (required)

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

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.

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, 14:40 UTC80 capabilities · ARD, MCP 2026-07-28, MCP Server Card and OpenAPI 3.1.0 · MCP endpoint valid · 1 incomplete inventory groupFirst observation
Fingerprint and versions
Fingerprint
28ef77a2a31151850601c27aa91d20114844620b0df2b34079d937efbb23655f (incomplete)
Passport schema
0.5.0, passport-semantic-v4
Consistency
ARD_DECLARED_A2A_ARTIFACT: mismatch · ARD_DECLARED_MCP_SERVER_CARD: match · ARD_OPENAPI_ARTIFACT_OBSERVED: match · MCP_PROMPTS_ADVERTISEMENT_LIST: match · MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · MCP_RESOURCES_ADVERTISEMENT_LIST: match · MCP_RESOURCES_ADVERTISEMENT_LIST: not applicable · MCP_SERVER_CARD_REMOTE_OBSERVED: match · MCP_TOOLS_ADVERTISEMENT_LIST: match · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable · OPENAPI_SERVER_SUBJECT_ALIGNMENT: match

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

38 tools declare hints; the AI readings agree with all 21 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.faceabot/stores
Listed
Official MCP Registry · first listed 2 Nov 2026 · last listed 2 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: sha256:5057a5244176e0d87151502b29bacc2ebc9cfd5d9c305454e9cb5c07e00dceb9
Locator SHA-256: 68788d93c70b6e16ec90139b9626318032096caefa66512c2671691f44dcab38
Snapshot generated: 5 Nov 2026, 14:55 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, 14:40 UTC
Signed: 5 Nov 2026, 14:54 UTC

Protocols: ARD, MCP, MCP server card, OpenAPI
Tools: 80
Declared sign-in: None declared

Effects counted AI readings, beta

Moves money: 0
Deletes or cancels records: 1
Sends messages to people: 0
Changes permissions: 0
Runs code: 0
Asks a person: 0

80 tools examined; 21 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