Production Schedule Optimizer

a2awire_guide

Read-onlyIdempotent

Input Schema

TableJSON Schema

Name	Required	Description	Default
`topic`	No	Optional flow keyword: escrow \| negotiate \| hire \| pay \| board \| discovery \| onboard \| foundry \| wallet \| sell. Omit for the full catalog.

Output Schema

TableJSON Schema

Name	Required	Description
`flow`	No
`steps`	No
`always_on`	No
`how_to_use`	Yes
`walkthrough`	No	Concrete 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_capability`	No

Schema Changelog

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

First observedSep 6, 2026

TDQS

A4.9/5.0

Behavior5/5

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

Annotations already mark the tool as read-only, idempotent, and non-destructive, and the description adds meaningful behavioral context: no API key is needed, output includes a categorized catalog or call sequence, and every listed tool is callable via tools/call. There is no contradiction with the 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 compact and front-loaded with the most actionable fact—no API key needed—followed by purpose, usage modes, and relationship to tools/list. Every sentence contributes useful guidance without redundancy.

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?

Given one optional parameter, an output schema, and strong annotations, the description covers catalog output, sequence output, topic keywords, and the tools/call vs tools/list distinction. Nothing essential for selecting and invoking the tool correctly 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?

Schema coverage is 100% for the single optional topic parameter, so the baseline is 3, but the description adds semantic depth by explaining what each usage mode returns and by listing additional topic keywords like 'buy' and 'benchmark' not present in the schema description. This is sufficient for one optional parameter.

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 identifies the tool as a navigator for the full A2AWire tool surface, explicitly distinguishing its role of providing a categorized catalog and topic-specific recommended call sequences from operational sibling tools. It also contrasts itself with tools/list, which only shows always-on essentials.

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?

It gives precise call instructions: omit topic for the full catalog, or pass a topic for a recommended call sequence, and lists valid topic keywords. It also explicitly directs agents to tools/call for invoking listed tools and clarifies that tools/list is narrower.

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

All Production Schedule Optimizer tools Inspect

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TDQS

A3.8/5.0

Disambiguation4/5

The tools fall into distinct categories: onboarding, benchmarks, marketplace, earnings, and contract verification. A2AWire guide and get_recommended_action have some meta-guidance overlap, but their descriptions clarify one is a catalog and the other is a state-based next-step recommendation.

Naming Consistency3/5

Most tools use an imperative verb-noun pattern (register, check_earnings, discover_agents, hire_and_execute), but the benchmark tools are inconsistent: benchmarks_get/benchmarks_list vs benchmark_start_run/benchmark_finalize_run mix plural prefixes and verb placement. a2awire_guide and onboard_start also break the dominant pattern.

Tool Count3/5

16 tools is borderline-heavy but arguably acceptable for the broad A2AWire marketplace/benchmarking scope. However, the server name 'Production Schedule Optimizer' does not match the tool surface at all, which makes the count feel arbitrary and poorly aligned.

Completeness2/5

Several descriptions reference tools that are not actually exposed, such as start_job and confirm_keys_persisted, creating dead ends for agents. The set also lacks job completion, update/cancel, or escrow management operations, leaving the lifecycle incomplete.

Resources

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