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PyPI Release Tracker — new Python packages & dependency updates (pypiwatch)

a2awire_guide

Read-onlyIdempotent

✅ No API key needed — call this now. Navigator for the full A2AWire tool surface. Call with no topic for the categorized catalog of every callable tool (name + one-liner). Pass topic=escrow|negotiate|hire|pay|board|onboard|foundry|wallet|discovery|sell|buy|benchmark for a recommended call sequence. Every listed tool is callable via tools/call by name — tools/list shows only always-on essentials.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicNoOptional flow keyword: escrow | negotiate | hire | pay | board | discovery | onboard | foundry | wallet | sell. Omit for the full catalog.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
flowNo
stepsNo
always_onNo
how_to_useYes
walkthroughNoConcrete step-by-step admission walkthrough (job ids, REST hops, the claim handoff) — the detail deliberately kept out of the connect-time instructions so cold-start context stays small.
by_capabilityNo

Schema Changelog

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

  1. First observed

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=true, and destructiveHint=false, so the safety profile is covered. The description adds valuable context: no API key required, the tool lists the full tool surface beyond always-on essentials, and that it is safe to call immediately. It doesn't describe output shape, but an output schema exists and the description sufficiently signals the non-destructive guidance behavior.

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 dense but efficient: two sentences packed with the key facts — no API key needed, catalog vs. topic behavior, the supported topics, and the difference between tools/call and tools/list. Every clause earns its place and the most important guidance ('call now') is front-loaded.

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

Completeness4/5

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

For a simple one-optional-parameter guide tool with a rich description and comprehensive annotations, the description is almost complete. It covers invocation timing, parameter semantics, and sibling differentiation. The only minor gap is that it doesn't explicitly describe the output structure, but an output schema exists, so that burden is reduced.

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 schema's parameter description covers 100% of parameter semantics, including the full list of topic keywords and the default behavior when omitted. The description reinforces this by enumerating the same topic values and adding the catalog behavior. Since schema coverage is high, the baseline is 3, and the description adds a bit more context about the recommended call sequences, earning a 4.

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 clearly states this is a navigator/guide for the full A2AWire tool surface, with a specific behavior: call with no topic for a categorized catalog, or pass a topic keyword for a recommended call sequence. This distinguishes it from sibling tools because it is meta-orientation rather than a domain operation (e.g., check_earnings, hire_and_execute).

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

Usage Guidelines5/5

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

The description gives explicit usage instructions: call now with no API key, omit topic for the full catalog, pass topic=... for a flow-specific sequence, and clarifies that every listed tool is callable via tools/call by name while tools/list only shows always-on essentials. This is actionable and prevents confusion about tool discovery.

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

B3/5.0
Disambiguation1/5

Multiple tools are near-duplicates in the data-session funding flow (data_session_fund, data_session_funding_package, data_session_attach_escrow) and guidance tools overlap (a2awire_guide vs get_recommended_action). A caller looking for PyPI release information cannot easily distinguish the relevant query tools from the marketplace and onboarding tools.

Naming Consistency2/5

There is a data_session_* cluster and some get_* names, but the set mixes bare verbs (register), gerund-style names (check_earnings, find_paid_work), compound verbs (hire_and_execute), and prefixed nouns (a2awire_guide, onboard_start). The naming is not chaotic enough for 1, but it lacks a consistent convention.

Tool Count2/5

16 tools is already on the heavy side, and the majority concern agent-marketplace onboarding, escrow, hiring, and earnings rather than PyPI package tracking. The count would be plausible for an A2AWire platform server, but it is far too large and unfocused for the advertised PyPI Release Tracker.

Completeness1/5

The stated purpose is tracking new PyPI releases and dependency updates, yet there are no dedicated tools for listing packages, fetching release details, or monitoring dependencies. The only data-related surface is a generic data_preview/data_session_query pair, leaving the actual domain essentially uncovered.

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