Atlas entry

`api.lilambd.com`

52 capabilities over MCP. First atlas observation.

Observed 6 Nov 2026, 12:04 UTC · passive: no tools called, no credentials sent · sha256:16f46b…302d

52 tools. 27 only read. 1 moves money. 24 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 readings summary · beta

The service lists 52 tools, and 28 have AI readings.

price-check is read as moving money.

27 tools are read as read-only, including world-objects, land and rules-ahead.

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 28 of 52 MCP tools. 1 reads as moving money.

Moves money
1 tool
- price-check0.80
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 24 tools No reading was counted, so any effect above is possible for them: agents, airports, biodiversity, colors, disaster-exposure, exchanges, exposure, firm-brief, jp-furusato, jp-household and 14 more.

What changed

First atlas observation. Atlas history

Look first

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

price-checkMoves money · 0.80

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	Not found	0 skills
MCP	Valid	2025-11-25 · 52 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
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 · 52 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

52 · inventory complete

Showing 52 of 52.

Tool and inputs							◇ AI reading, beta · confidence
Read as one of the six effects 1 AI only raises attention: these rows come first.
params, route*, sample◇ AIMoves money 0.80	Moves money 0.80						Moves money0.80
`price-check` inputs `params`, `route` (required), `sample` AI Moves money 0.80
Read as none of the six 27 Not a clearance.
params, route*, sample							Reads only0.80
`calendars` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.80
`city-dossier` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.85
`conflict` inputs `params`, `route` (required), `sample` AI Reads only 0.85
params, route*, sample							Reads only0.80
`hazard` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.80
`japan` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.80
`jp-health` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.80
`jp-law-reviews` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.85
`kinds` inputs `params`, `route` (required), `sample` AI Reads only 0.85
params, route*, sample							Reads only0.82
`koyomi` inputs `params`, `route` (required), `sample` AI Reads only 0.82
params, route*, sample							Reads only0.80
`land` inputs `params`, `route` (required), `sample` AI Reads only 0.80
no inputs							Reads only0.88
`list_apis` AI Reads only 0.88
params, route*, sample							Reads only0.85
`local-markets` inputs `params`, `route` (required), `sample` AI Reads only 0.85
params, route*, sample							Reads only0.80
`market-gaps` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.80
`marketplaces` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.80
`markets` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.80
`orgs` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.82
`pet-entry` inputs `params`, `route` (required), `sample` AI Reads only 0.82
params, route*, sample							Reads only0.80
`platforms` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.80
`pulse` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.84
`regions` inputs `params`, `route` (required), `sample` AI Reads only 0.84
params, route*, sample							Reads only0.80
`rules-ahead` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.85
`science` inputs `params`, `route` (required), `sample` AI Reads only 0.85
params, route*, sample							Reads only0.85
`security` inputs `params`, `route` (required), `sample` AI Reads only 0.85
params, route*, sample							Reads only0.85
`signals` inputs `params`, `route` (required), `sample` AI Reads only 0.85
params, route*, sample							Reads only0.80
`sound` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.80
`world-education` inputs `params`, `route` (required), `sample` AI Reads only 0.80
params, route*, sample							Reads only0.85
`world-objects` inputs `params`, `route` (required), `sample` AI Reads only 0.85
No counted reading 24 No reading was counted, so any effect is possible.
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`agents` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`airports` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`biodiversity` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`colors` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`disaster-exposure` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`exchanges` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`exposure` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`firm-brief` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`jp-furusato` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`jp-household` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`languages` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`licenses` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`next-languages` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`place-brief` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`power` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`prices` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`rising` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`signals-pro` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`travel-meds` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`units` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`world-cities` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`world-combine` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`world-dishes` inputs `params`, `route` (required), `sample`
params, route*, sample	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`world-power` inputs `params`, `route` (required), `sample`

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

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

6 Nov 2026, 12:04 UTC52 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
16f46b401413ba6ea85667c87c56249aa27fb4c5da7dc284560054a226c5302d
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

No tools declare hints.

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.Veniwol-Li-Lambd/lilambd-data
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: sha256:9b12ee0bdc3e5fa7de31dd6295303bd23c84d37965a053941c6d28f46245772a
Locator SHA-256: 07f11d08a20a88f5bab54b50cd0d340cdea902d244cff9702580a1070a5cd3c4
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.

Capability facts

As observed from outside, at the time below

Observed: 6 Nov 2026, 12:04 UTC
Signed: 6 Nov 2026, 23:21 UTC

Protocols: MCP
Tools: 52
Declared sign-in: None declared

Effects counted AI readings, beta

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

52 tools examined; 28 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