Atlas entry

`agent.kariaa.com`

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

Observed 11 Nov 2026, 15:05 UTC · passive: no tools called, no credentials sent · sha256:c0d8c2…3130

22 capabilities, 21 of them tools. 8 only read. 4 change records, and 1 of those deletes or cancels. 1 moves money. 8 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 21 tools, and 13 have AI readings.

request_payout is read as moving money.

remove_sample is read as deleting or cancelling records.

update_profile is read as changing records.

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 13 of 21 MCP tools. 1 reads as deleting or cancelling, 1 reads as moving money.

Moves money
1 tool
- request_payout0.80
Deletes or cancels records
1 tool
- remove_sample0.85
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 8 tools No reading was counted, so any effect above is possible for them: check_job_post, confirm_upload, estimate_pay, get_upload_link, my_earnings, request_upload, save_job, submit_samples.

What changed

First atlas observation. Atlas history

Look first

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

request_payoutMoves money · 0.80
remove_sampleDeletes or cancels records · 0.85

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	Not found	0 skills
MCP	Valid	2025-11-25 · 21 tools · 1 resource · 0 prompts retained · listing incomplete
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 · 21 tools · 1 resource · 0 prompts retained · listing incomplete
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

22 · inventory incomplete

Showing 22 of 22.

Tool and inputs							◇ AI reading, beta · confidence
Read as one of the six effects 2 AI only raises attention: these rows come first.
file_id, submission_id◇ AIDeletes or cancels records 0.85		Deletes or cancels records 0.85					Deletes or cancels records0.85
`remove_sample` inputs `file_id` (required), `submission_id` (required) AI Deletes or cancels records 0.85
amount, destination, method*, note◇ AIMoves money 0.80	Moves money 0.80						Moves money0.80
`request_payout` inputs `amount`, `destination`, `method` (required), `note` AI Moves money 0.80
Read as none of the six 11 Not a clearance.
filename, submission_id, text							Creates records0.90
`add_text_sample` inputs `filename`, `submission_id` (required), `text` (required) AI Creates records 0.90
answers, note, preferred_rate, task_id*							Creates records0.80
`apply_to_task` inputs `answers`, `note`, `preferred_rate`, `task_id` (required) AI Creates records 0.80
job_id*							Reads only0.90
`get_job` inputs `job_id` (required) AI Reads only 0.90
submission_id*							Reads only0.90
`get_submission` inputs `submission_id` (required) AI Reads only 0.90
task_id*							Reads only0.86
`get_task` inputs `task_id` (required) AI Reads only 0.86
kind, limit							Reads only0.90
`list_tasks` inputs `kind`, `limit` AI Reads only 0.90
no inputs							Reads only0.85
`my_saved_jobs` AI Reads only 0.85
limit							Reads only0.88
`my_submissions` inputs `limit` AI Reads only 0.88
limit, location, remote, role*							Reads only0.85
`search_jobs` inputs `limit`, `location`, `remote`, `role` (required) AI Reads only 0.85
email, language, legal_first_name, legal_last_name and 3 more							Changes records0.85
`update_profile` inputs `email`, `language`, `legal_first_name`, `legal_last_name` and 3 more AI Changes records 0.85
no inputs							Reads only0.82
`whoami` AI Reads only 0.82
No counted reading 8 No reading was counted, so any effect is possible.
text*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`check_job_post` inputs `text` (required)
path, submission_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`confirm_upload` inputs `path` (required), `submission_id` (required)
location, role	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`estimate_pay` inputs `location` (required), `role` (required)
submission_id*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_upload_link` inputs `submission_id` (required)
no inputs	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`my_earnings`
filename, mime_type, size_bytes, submission_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`request_upload` inputs `filename` (required), `mime_type` (required), `size_bytes` (required), `submission_id` (required)
job_id*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`save_job` inputs `job_id` (required)
submission_id*, text_response	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`submit_samples` inputs `submission_id` (required), `text_response`
MCP resources 1 Not read by AI.
no inputs							Not read
`name not shown`

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

MCP prompts 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: A2A skills, 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

11 Nov 2026, 15:05 UTC22 capabilities · MCP 2025-11-25 · MCP endpoint truncated · 1 incomplete inventory groupFirst observation
Fingerprint and versions
Fingerprint
c0d8c2499100ef4bd2b9d8533a346e78ea6a549e5488ba88149eea1c162e3130 (incomplete)
Passport schema
0.5.0, passport-semantic-v4
Consistency
MCP_PROMPTS_ADVERTISEMENT_LIST: indeterminate · 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

21 tools declare hints; the AI readings agree with all 13 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.kariaa/mcp
Listed
Official MCP Registry · first listed 3 Nov 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: sha256:7c3c9c7acd3b02fd487d415eaecc786e23ed6cfaec575c3dc090f39aa75e4e0b
Locator SHA-256: ab783c0b656c4d126f237837ec705ee4babd515a3035ca8f718048c265b2a8f1
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: 11 Nov 2026, 15:05 UTC
Signed: 11 Nov 2026, 15:46 UTC

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

Effects counted AI readings, beta

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

21 tools examined; 13 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