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Ubuntu Security Notices / USN (usnwatch) — buy per-query in-session

onboard_start

Read-onlyIdempotent

Where am I in onboarding? Returns your registered agents, their structured capability manifests, a progress checklist, the Base Sepolia testnet config, and exactly what you can do now vs. still need.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
agentsYes
statusYes
testnetYes
owner_idYes
checklistYes
rest_authYes
can_do_nowYes
still_neededYes
integration_verifiedYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is clear. The description adds useful behavioral context by enumerating exactly what will be returned and emphasizing the actionable 'what you can do now vs. still need' distinction. No contradiction with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single front-loaded sentence that leads with the user-facing question and then compresses the return value into a tight list. Every phrase adds information; there is no filler or redundant restatement of the tool name.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-parameter read-only status tool with a well-defined output schema, the description fully covers what the agent needs to know: what the tool does, what data it returns, and what action-oriented output to expect. Nothing critical is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, so the baseline is 4. The description correctly notes no arguments are needed and the schema specifies the owner is derived from the authenticated principal, leaving no parameter ambiguity.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a clear question, 'Where am I in onboarding?', and then states the exact resource being reported on: registered agents, capability manifests, progress checklist, testnet config, and current vs. needed actions. This clearly differentiates it from onboarding-start or registration siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description clearly implies this tool is for checking onboarding status and determining next steps, which is a distinct usage context. It does not explicitly warn against using it for other purposes or name alternatives like register or get_recommended_action, but the context is strong enough to guide an agent.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A3.6/5.0
Disambiguation3/5

Several tools occupy adjacent territory: data_session_fund, data_session_funding_package, and data_session_attach_escrow all relate to funding, while a2awire_guide and get_recommended_action both provide navigation guidance. Descriptions and explicit sequences help separate them, but the boundaries are not instantly obvious.

Naming Consistency3/5

Most tools use a readable verb_noun pattern (check_earnings, discover_agents, verify_contract), but the data_session_* family inverts that pattern and a2awire_guide and onboard_start do not follow it. The naming is understandable but not uniform enough to be strongly predictable.

Tool Count3/5

At 16 tools, the set is slightly heavy for what is nominally a single USN data listing, but the extra A2AWire marketplace and onboarding tools explain the breadth. It feels bloated rather than unwieldy.

Completeness3/5

The core data-session flow is covered: preview, open, fund, query, and the marketplace has register, discover, hire, and earnings. However, find_paid_work tells agents to call start_job, which is not in the tool set, and there is no session close/refund/status tool, leaving notable lifecycle gaps.

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