Atlas entry

`kairossignal.com`

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

Observed 12 Nov 2026, 11:06 UTC · passive: no tools called, no credentials sent · sha256:9431f8…e410

21 tools. 13 only read. 1 changes records. 6 move money. 1 has 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 21 tools, and 20 have AI readings.

6 tools are read as moving money, including get_rmt_regime_state, get_hodge_regime_sieve and get_listing_dilution_score.

register_agent is read as creating records.

13 tools are read as read-only, including get_network_signals, get_stats and verify_value.

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 20 of 21 MCP tools. 6 read as moving money.

Moves money
6 tools
- get_listing_dilution_score0.85
- get_rmt_regime_state0.85
- get_depin_slashing_audit0.80
- get_hodge_regime_sieve0.80
- and 2 more in the list
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 1 tool No reading was counted, so any effect above is possible for it: topup_credits.

What changed

First atlas observation. Atlas history

Look first

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

get_listing_dilution_scoreMoves money · 0.85
get_rmt_regime_stateMoves money · 0.85
get_depin_slashing_auditMoves money · 0.80
get_hodge_regime_sieveMoves money · 0.80
get_shap_node_attributionMoves money · 0.80
purchase_dataMoves money · 0.80

Surfaces

5 protocols checked

ARD	invalid	1 retrieved artifact
A2A	invalid	0 skills
MCP	Valid	2025-11-25 · 21 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
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
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 · 21 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

21 · inventory incomplete

Showing 21 of 21.

Tool and inputs							◇ AI reading, beta · confidence
Read as one of the six effects 6 AI only raises attention: these rows come first.
api_key, symbol*◇ AIMoves money 0.80	Moves money 0.80						Moves money0.80
`get_depin_slashing_audit` inputs `api_key`, `symbol` (required) AI Moves money 0.80
api_key, days, max_metrics, metric_filter and 1 more◇ AIMoves money 0.80	Moves money 0.80						Moves money0.80
`get_hodge_regime_sieve` inputs `api_key`, `days`, `max_metrics`, `metric_filter` and 1 more AI Moves money 0.80
api_key, symbol*◇ AIMoves money 0.85	Moves money 0.85						Moves money0.85
`get_listing_dilution_score` inputs `api_key`, `symbol` (required) AI Moves money 0.85
api_key, days, max_metrics, metric_filter and 1 more◇ AIMoves money 0.85	Moves money 0.85						Moves money0.85
`get_rmt_regime_state` inputs `api_key`, `days`, `max_metrics`, `metric_filter` and 1 more AI Moves money 0.85
api_key, days, max_metrics, metric_filter and 1 more◇ AIMoves money 0.80	Moves money 0.80						Moves money0.80
`get_shap_node_attribution` inputs `api_key`, `days`, `max_metrics`, `metric_filter` and 1 more AI Moves money 0.80
api_key, idempotency_key, product_key◇ AIMoves money 0.80	Moves money 0.80						Moves money0.80
`purchase_data` inputs `api_key` (required), `idempotency_key`, `product_key` (required) AI Moves money 0.80
Read as none of the six 14 Not a clearance.
api_key*							Reads only0.88
`check_balance` inputs `api_key` (required) AI Reads only 0.88
dataset*, limit, offset							Reads only0.88
`fetch_dataset` inputs `dataset` (required), `limit`, `offset` AI Reads only 0.88
category, limit, query							Reads only0.88
`find_networks` inputs `category`, `limit`, `query` AI Reads only 0.88
no inputs							Reads only0.84
`get_data_dictionary` AI Reads only 0.84
symbol							Reads only0.93
`get_derivation_ledger` inputs `symbol` AI Reads only 0.93
days, metric, symbol							Reads only0.88
`get_metric_history` inputs `days`, `metric` (required), `symbol` (required) AI Reads only 0.88
include_stale, max_metrics, metric_filter, symbol*							Reads only0.87
`get_network` inputs `include_stale`, `max_metrics`, `metric_filter`, `symbol` (required) AI Reads only 0.87
no inputs							Reads only0.88
`get_network_signals` AI Reads only 0.88
no inputs							Reads only0.90
`get_stats` AI Reads only 0.90
no inputs							Reads only0.88
`list_datasets` AI Reads only 0.88
no inputs							Reads only0.87
`list_products` AI Reads only 0.87
agent_name*, email							Creates records0.90
`register_agent` inputs `agent_name` (required), `email` AI Creates records 0.90
dataset, expected_row_sha256, leaf_index, stamp_day*							Reads only0.88
`verify_footprint` inputs `dataset`, `expected_row_sha256` (required), `leaf_index` (required), `stamp_day` (required) AI Reads only 0.88
metric, symbol							Reads only0.87
`verify_value` inputs `metric` (required), `symbol` (required) AI Reads only 0.87
No counted reading 1 No reading was counted, so any effect is possible.
amount, api_key, from_address, method* and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`topup_credits` inputs `amount` (required), `api_key` (required), `from_address`, `method` (required) and 2 more

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.

MCP resources 0+ observed

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

None recorded in this Passport.

MCP prompts 0+ observed

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

None recorded in this Passport.

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.

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

12 Nov 2026, 11:06 UTC21 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
9431f8d99eae1bca53f203307bc3bf36974726f6bc9149ee966f3d1eee31e410
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

21 tools declare hints; the AI readings agree with all 20 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.kairossignal/kairos-signal
Deprecated
Official MCP Registry · first listed 21 Sep 2026 · last listed 3 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: sha256:19ab2892b28223b5f5912b5dfe4d1a6b5ac5185ccc02d27adbfd5ea54165e36f
Locator SHA-256: dd7b6444194faafb90bac56179985d45b95241bea5316816b3b984ac2f9e65ad
Snapshot generated: 13 Nov 2026, 00:06 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: 12 Nov 2026, 11:06 UTC
Signed: 12 Nov 2026, 12:19 UTC

Protocols: MCP
Tools: 21
Declared sign-in: None declared

Effects counted AI readings, beta

Moves money: 6
Deletes or cancels records: 0
Sends messages to people: 0
Changes permissions: 0
Runs code: 0
Asks a person: 0

21 tools examined; 20 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

What an agent can do here

What changed

Look first

Surfaces

Capabilities

A2A skills 0+ observed

MCP resources 0+ observed

MCP prompts 0+ observed

OpenAPI operations 0+ observed

Atlas history

Declared and observed

About this entry