Atlas entry

`api.quasslabs.com`

30 capabilities over MCP. First atlas observation.

Observed 4 Nov 2026, 18:02 UTC · passive: no tools called, no credentials sent · sha256:16f477…55ed

30 tools. 1 only reads. 15 only compute. 2 change records. 12 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 30 tools, and 18 have AI readings.

uploads and feedback are read as creating records.

blm_land_lookup is read as read-only.

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 30 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 12 tools No reading was counted, so any effect above is possible for them: alignment_gate, buy_credits, convert_diagram, defect_triage, dependency_check, describe_diagram, diagram_contrast, log_analyzer, log_audit_creator, rate_call and 2 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	2025-06-18 · 30 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 2025-06-18 · 30 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

30 · inventory complete

Showing 30 of 30.

Tool and inputs							◇ AI reading, beta · confidence
Read as none of the six 18 Not a clearance.
acceptance_criteria, story, strictness							Computes only, changes nothing0.82
`acceptance_criteria_validator` inputs `acceptance_criteria`, `story`, `strictness` AI Computes only, changes nothing 0.82
lat, lon, radius_km							Reads only0.80
`blm_land_lookup` inputs `lat` (required), `lon` (required), `radius_km` AI Reads only 0.80
commit, commits, max_lines_changed							Computes only, changes nothing0.90
`commit_hygiene` inputs `commit`, `commits`, `max_lines_changed` AI Computes only, changes nothing 0.90
brief, requirements, stories*							Computes only, changes nothing0.82
`coverage_check` inputs `brief`, `requirements`, `stories` (required) AI Computes only, changes nothing 0.82
benchmarks, borderline_z, estimate, estimates and 2 more							Computes only, changes nothing0.82
`estimate_sanity` inputs `benchmarks`, `borderline_z`, `estimate`, `estimates` and 2 more AI Computes only, changes nothing 0.82
category, contact_ok, endpoint, message* and 1 more							Creates records0.80
`feedback` inputs `category`, `contact_ok`, `endpoint`, `message` (required) and 1 more AI Creates records 0.80
text*							Computes only, changes nothing0.80
`humanize` inputs `text` (required) AI Computes only, changes nothing 0.80
text*							Computes only, changes nothing0.88
`humanizer_score` inputs `text` (required) AI Computes only, changes nothing 0.88
constraints, models, task*, tokens_in and 3 more							Computes only, changes nothing0.90
`model_advisor` inputs `constraints`, `models`, `task` (required), `tokens_in` and 3 more AI Computes only, changes nothing 0.90
pr*, require_issue_link							Computes only, changes nothing0.90
`pr_description_lint` inputs `pr` (required), `require_issue_link` AI Computes only, changes nothing 0.90
target_grade, text*							Computes only, changes nothing0.90
`readability_grade` inputs `target_grade`, `text` (required) AI Computes only, changes nothing 0.90
flags, pattern*							Computes only, changes nothing0.93
`regex_lint` inputs `flags`, `pattern` (required) AI Computes only, changes nothing 0.93
sprint_length_days, sprints*, team_size							Computes only, changes nothing0.83
`sprint_health` inputs `sprint_length_days`, `sprints` (required), `team_size` AI Computes only, changes nothing 0.83
rate_config, stories, story							Computes only, changes nothing0.80
`story_lint` inputs `rate_config`, `stories`, `story` AI Computes only, changes nothing 0.80
profile, ticket, tickets							Computes only, changes nothing0.81
`ticket_lint` inputs `profile`, `ticket`, `tickets` AI Computes only, changes nothing 0.81
context, task*, tools, top_n							Computes only, changes nothing0.90
`tool_advisor` inputs `context`, `task` (required), `tools`, `top_n` AI Computes only, changes nothing 0.90
content_type							Creates records0.83
`uploads` inputs `content_type` AI Creates records 0.83
entries, policy, today							Computes only, changes nothing0.84
`worklog_guardrail` inputs `entries` (required), `policy`, `today` (required) AI Computes only, changes nothing 0.84
No counted reading 12 No reading was counted, so any effect is possible.
agent_config, model_id, system_prompt*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`alignment_gate` inputs `agent_config`, `model_id`, `system_prompt` (required)
pack, packs	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`buy_credits` inputs `pack`, `packs`
background, html, inject_lightbox, mermaid_source and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`convert_diagram` inputs `background`, `html`, `inject_lightbox`, `mermaid_source` and 2 more
report, reports	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`defect_triage` inputs `report`, `reports`
filename, manifests, upload_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`dependency_check` inputs `filename`, `manifests`, `upload_id`
description*, diagram_type	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`describe_diagram` inputs `description` (required), `diagram_type`
add_init, autofix, bg, brand and 7 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`diagram_contrast` inputs `add_init`, `autofix`, `bg`, `brand` and 7 more
format, text, top_n, upload_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`log_analyzer` inputs `format`, `text`, `top_n`, `upload_id`
compliance, description, features, stack	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`log_audit_creator` inputs `compliance`, `description`, `features`, `stack`
comment, rating, request_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`rate_call` inputs `comment`, `rating` (required), `request_id` (required)
cac, churned_mrr, customers*, expansion_mrr and 6 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`saas_metrics` inputs `cac`, `churned_mrr`, `customers` (required), `expansion_mrr` and 6 more
archive_base64, archive_url, ecosystems	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`supply_chain_scan` inputs `archive_base64`, `archive_url`, `ecosystems`

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

4 Nov 2026, 18:02 UTC30 capabilities · MCP 2025-06-18 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
16f47739c27849b7a3ca927ec9bd55c9b3d5da7ac4eeb4a0bb39ef5d1adb55ed
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

com.quasslabs/api
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: sha256:0a026914ef04110f904baf22fb4851573745992848eeab87aa2bbe15a6e4b58b
Locator SHA-256: e709f7fd49e5d1e8776f0a7acf5a418a66ff254b002879b6db8bf1ae6d97af89
Snapshot generated: 4 Nov 2026, 22:00 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: 4 Nov 2026, 18:02 UTC
Signed: 4 Nov 2026, 19:38 UTC

Protocols: MCP
Tools: 30
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

30 tools examined; 18 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