Atlas entry
faceabot. com
75 capabilities over ARD, MCP and OpenAPI. The inventory is incomplete. First atlas observation.
75 capabilities. 9 only read. 2 only compute. 14 change records, and 2 of those delete or cancel. 1 sends messages. 48 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 75 capabilities, and 22 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 18 of 33 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_toolbox0.85POST0.78
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
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
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 48 capabilities No reading was counted, so any effect above is possible for them: check_reliability, check_shop, endorse_suggestion, faceabot_more_tools, find_shop, get_need, offer_capability, report_outcome, respond_to_need, run_tuning_session and 38 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 · 0.85POSTDeletes or cancels records · 0.78POST sendA2AMessageSends messages to people · 0.87POST exchangeFaceabotGridMessageShould ask a person first · 0.89POSTShould ask a person first · 0.86POST 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 · 33 tools · 0 resources · 0 prompts |
| OpenAPI | Valid | 3.1.0 · 42 operations |
| WebMCP | Not detected | 0 declarative form tools · experimental |
Exact states and meaning
- ARDobserved
Exact state: valid · Revision v0.91 · 1 retrieved artifact
A usable protocol document was retrieved and validated.
Directly observed
- A2Afailed
Exact state: invalid · Revision 1.0 · 0 skills
InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.
Not observed / not fetched
- MCPobserved
Exact state: valid · Revision 2026-07-28 · 33 tools · 0 resources · 0 prompts
A usable protocol document was retrieved and validated.
Directly observed
- OpenAPIobserved
Exact state: valid · Revision 3.1.0 · 42 operations
A usable protocol document was retrieved and validated.
Directly observed
- WebMCPabsent
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
Capabilities
Inventory incomplete (OpenAPI operations). The displayed count is a lower bound; missing items do not prove removal.
Showing 75 of 75.
| 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* | Deletes or cancels records 0.85 | Deletes or cancels records0.85 | |||||
| |||||||
| A2A-Version, id*, jsonrpc*, method* and 1 more | Sends messages to people 0.87 | Should ask a person first 0.82 | Sends messages to people0.87 | ||||
| |||||||
| no inputs | Should ask a person first 0.86 | Creates records0.91 | |||||
| |||||||
| no inputs | Deletes or cancels records 0.78 | Can delete or cancel0.78 | |||||
| |||||||
| action*, actorId*, issuedAt*, nonce* and 4 more | Should ask a person first 0.86 | Should ask a human first0.86 | |||||
| |||||||
| action*, enrollment, envelope | Should ask a person first 0.89 | Should ask a human first0.89 | |||||
| |||||||
| Read as none of the six 21 Not a clearance. | |||||||
| no inputs | Reads only0.90 | ||||||
| |||||||
| detail, limit, need*, remote_only | Reads only0.86 | ||||||
| |||||||
| value* | Computes only, changes nothing0.85 | ||||||
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| no inputs | Reads only0.80 | ||||||
| |||||||
| key* | Reads only0.85 | ||||||
| |||||||
| key* | Reads only0.80 | ||||||
| |||||||
| limit, q | Reads only0.90 | ||||||
| |||||||
| key*, note, plan_id, steps and 2 more | Creates records0.80 | ||||||
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| confidence, key*, plan*, steps and 1 more | Creates records0.80 | ||||||
| |||||||
| author, problem*, tags, title* | Creates records0.83 | ||||||
| |||||||
| no inputs | Reads only0.90 | ||||||
| |||||||
| no inputs | Reads only0.88 | ||||||
| |||||||
| ai_name, country, kind*, what_happened* | Creates records0.80 | ||||||
| |||||||
| key*, text* | Creates records0.86 | ||||||
| |||||||
| key, name, note, tool_id* | Creates records0.80 | ||||||
| |||||||
| area, key*, text*, tool_id | Creates records0.80 | ||||||
| |||||||
| days, topic | Reads only0.88 | ||||||
| |||||||
| availability*, displayName*, execution*, kind* and 5 more | Computes only, changes nothing0.88 | ||||||
| |||||||
| problem*, tags, title* | Creates records0.99 | ||||||
| |||||||
| description*, name*, url* | Creates records0.90 | ||||||
| |||||||
| envelope* | Creates records0.91 | ||||||
| |||||||
| No counted reading 48 No reading was counted, so any effect is possible. | |||||||
| id, url | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| customer_request, domain* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| key*, suggestion_id* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| agent_checkout_only, country, limit, query | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| close, need_id*, return_token | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| description*, name*, url*, website | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| note, tool_id*, worked* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| author, endpoint, need_id*, text* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| answers, key* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| author, constraints, detail, need* and 2 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| key, name, task | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| envelope* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| answers, key*, predictions | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| key*, text* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| If-None-Match, kind, q, since | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| actor, before, id, limit | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| commercialUse, dataResidency, execution, id and 9 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
| |||||||
| id, limit, q | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| url* | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| domain*, q* | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
| |||||||
| id, list | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| days | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
| |||||||
| days, topic | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| limit, verdict | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
| |||||||
| domain* | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| checkout, limit, q | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| week | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| category, checkout, country, limit and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| name | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| query* | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| need*, reliable_only, remote_only | unknown | unknown | unknown | unknown | unknown | unknown | No reading · declared read method |
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| Faceabot-Protocol-Version, events* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
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| constraints, limit, query* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| MCP-Protocol-Version, id*, jsonrpc*, method* and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| note, tool_id*, worked* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
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
- 75 capabilities · ARD, MCP 2026-07-28, MCP Server Card and OpenAPI 3.1.0 · MCP endpoints valid and unreachable · 1 incomplete inventory groupFirst observation
Fingerprint and versions
- Fingerprint
e14c300959c1d2f6380b64d44658903c47714d8e729159694621e987a0766a45(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_RESOURCES_ADVERTISEMENT_LIST: match · MCP_SERVER_CARD_REMOTE_OBSERVED: 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
33 tools declare hints; the AI readings agree with all 18 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/geocodeListedOfficial 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
sha256:6a2da3041ba37842b5591b7b4cf163ba99ef4244cdddf3f7bf8bb75ddef461c8- Locator SHA-256
c4dc0e2057a9d252b465c0643e52547a1048ceda390efc16daa6dd6c4f967302- Snapshot generated
- 11 Nov 2026, 22:36 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.

