Atlas entry

`www.ia-qa.com`

36 capabilities over MCP. First atlas observation.

Observed 5 Nov 2026, 17:03 UTC · passive: no tools called, no credentials sent · sha256:cf8468…e017

36 tools. 25 only compute. 11 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.

What an agent can do here

AI readings, beta · Readings on 25 of 36 MCP tools.

Moves money
0
No tool read this way.
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 11 tools No reading was counted, so any effect above is possible for them: color_convert, decode_jwt, env_parse, find_tool, format_json, json_diff, lint_commit_message, openapi_validate, parse_csv, rate_tool and 1 more.

What changed

First atlas observation. Atlas history

Look first

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

No tool is read as one of the six effects. A zero is a count, not a clearance.

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	Not found	0 skills
MCP	Valid	2026-07-28 · 36 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 2026-07-28 · 36 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

36 · inventory complete

Showing 36 of 36.

Tool and inputs							◇ AI reading, beta · confidence
Read as none of the six 25 Not a clearance.
input*							Computes only, changes nothing0.83
`base64_decode` inputs `input` (required) AI Computes only, changes nothing 0.83
input*							Computes only, changes nothing0.93
`base64_encode` inputs `input` (required) AI Computes only, changes nothing 0.93
input, to							Computes only, changes nothing0.92
`case_convert` inputs `input` (required), `to` (required) AI Computes only, changes nothing 0.92
input*, language							Computes only, changes nothing0.90
`count_code_lines` inputs `input` (required), `language` AI Computes only, changes nothing 0.90
expression*							Computes only, changes nothing0.85
`cron_parse` inputs `expression` (required) AI Computes only, changes nothing 0.85
a, b, context							Computes only, changes nothing0.88
`diff_text` inputs `a` (required), `b` (required), `context` AI Computes only, changes nothing 0.88
input, path							Computes only, changes nothing0.81
`extract_json_path` inputs `input` (required), `path` (required) AI Computes only, changes nothing 0.81
input*, mode, separator							Computes only, changes nothing0.92
`flatten_json` inputs `input` (required), `mode`, `separator` AI Computes only, changes nothing 0.92
input*, separator							Computes only, changes nothing0.93
`generate_slug` inputs `input` (required), `separator` AI Computes only, changes nothing 0.93
count							Computes only, changes nothing0.90
`generate_uuid` inputs `count` AI Computes only, changes nothing 0.90
algorithm, input*							Computes only, changes nothing0.88
`hash_text` inputs `algorithm`, `input` (required) AI Computes only, changes nothing 0.88
input*, required_all, samples							Computes only, changes nothing0.80
`json_schema_generate` inputs `input` (required), `required_all`, `samples` AI Computes only, changes nothing 0.80
schema, value							Computes only, changes nothing0.90
`json_schema_validate` inputs `schema` (required), `value` (required) AI Computes only, changes nothing 0.90
delimiter, headers, input*							Computes only, changes nothing0.85
`json_to_csv` inputs `delimiter`, `headers`, `input` (required) AI Computes only, changes nothing 0.85
indent, input*							Computes only, changes nothing0.85
`json_to_yaml` inputs `indent`, `input` (required) AI Computes only, changes nothing 0.85
paragraphs, sentences_per_paragraph, words_per_sentence							Computes only, changes nothing0.85
`lorem_ipsum` inputs `paragraphs`, `sentences_per_paragraph`, `words_per_sentence` AI Computes only, changes nothing 0.85
count, schema*, seed							Computes only, changes nothing0.82
`mock_from_schema` inputs `count`, `schema` (required), `seed` AI Computes only, changes nothing 0.82
from_base, input*, to_base							Computes only, changes nothing0.90
`number_base_convert` inputs `from_base`, `input` (required), `to_base` AI Computes only, changes nothing 0.90
flags, input, pattern							Computes only, changes nothing0.84
`regex_test` inputs `flags`, `input` (required), `pattern` (required) AI Computes only, changes nothing 0.84
input*							Computes only, changes nothing0.85
`text_stats` inputs `input` (required) AI Computes only, changes nothing 0.85
input							Computes only, changes nothing0.84
`timestamp_convert` inputs `input` AI Computes only, changes nothing 0.84
input*							Computes only, changes nothing0.85
`url_decode` inputs `input` (required) AI Computes only, changes nothing 0.85
input*, mode							Computes only, changes nothing0.82
`url_encode` inputs `input` (required), `mode` AI Computes only, changes nothing 0.82
attr_prefix, ignore_attrs, input*, parse_values							Computes only, changes nothing0.88
`xml_to_json` inputs `attr_prefix`, `ignore_attrs`, `input` (required), `parse_values` AI Computes only, changes nothing 0.88
input*, multi							Computes only, changes nothing0.88
`yaml_to_json` inputs `input` (required), `multi` AI Computes only, changes nothing 0.88
No counted reading 11 No reading was counted, so any effect is possible.
input*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`color_convert` inputs `input` (required)
token*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`decode_jwt` inputs `token` (required)
input*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`env_parse` inputs `input` (required)
category, max_results, query*, with_schema	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`find_tool` inputs `category`, `max_results`, `query` (required), `with_schema`
indent, input*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`format_json` inputs `indent`, `input` (required)
after, before, max_depth	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`json_diff` inputs `after` (required), `before` (required), `max_depth`
message*, strict	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`lint_commit_message` inputs `message` (required), `strict`
input*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`openapi_validate` inputs `input` (required)
delimiter, header, input*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`parse_csv` inputs `delimiter`, `header`, `input` (required)
comment, score, tool_name	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`rate_tool` inputs `comment`, `score` (required), `tool_name` (required)
email*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`validate_email` inputs `email` (required)

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

5 Nov 2026, 17:03 UTC36 capabilities · MCP 2026-07-28 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
cf8468a7f291044c80ded5bb1097d12ef325e3bd905d323aa3acaa0bdbcbe017
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

36 tools declare hints; the AI readings agree with all 25 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

io.github.JcJamet/ia-qa-data
Listed
Official MCP Registry · first listed 4 Nov 2026 · last listed 4 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: sha256:185a8c65a6b2d5a11cbac5b0e8647881dfe0276c6e647f6b6bfb3ebf5066fc88
Locator SHA-256: 85268d686169c282989003de0999995a6971fae70964120efa826d002c794f85
Snapshot generated: 5 Nov 2026, 17:03 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, 17:03 UTC
Signed: 5 Nov 2026, 17:03 UTC

Protocols: MCP
Tools: 36
Declared sign-in: None declared

Effects counted AI readings, beta

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

36 tools examined; 0 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