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NextBid — Government Bids for AI

list_set_asides

Set-aside and small-business programs NextBid recognizes (federal SBA programs, California SB/DVBE, open competition): id, name, level, what it means, official reference, aliases and today's counts split into open_designated (source-marked) and open_mentioned (title language only). Use an id or alias in search_opportunities.set_asides. Never an eligibility determination.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

With no annotations, the description carries the behavioral burden and does well: it discloses that counts are 'today's', distinguishes open_designated (source-marked) from open_mentioned (title-language only), and warns 'Never an eligibility determination' — an important scope boundary. It does not cover caching/pagination behavior, but for a read-only reference list this is rich context.

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

Conciseness4/5

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

Front-loaded with the resource and the authoritative action ('Use an id or alias in search_opportunities.set_asides') placed after the field list. The opening sentence is a dense run-on enumerating fields, but every clause carries information and nothing is redundant.

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?

No output schema exists, so the description must explain return values — and it does, listing fields and clarifying the count split and alias semantics. Combined with the cross-reference and the eligibility disclaimer, an agent has everything needed to call and interpret this tool.

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?

Zero parameters, so the schema offers nothing to document and the baseline is 4. The description goes further by explaining what each returned field means (level, aliases, the two count buckets), adding semantic value even though there are no inputs.

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 names the exact resource (set-aside/small-business programs NextBid recognizes), enumerates the fields returned (id, name, level, aliases, counts), and explicitly separates this tool from search_opportunities, where the returned ids/aliases are consumed. An agent can tell precisely what this tool yields and how it differs from its 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?

It gives concrete downstream usage — 'Use an id or alias in search_opportunities.set_asides' — which implies the tool is a reference lookup to run before filtering. It stops short of stating when-not to use it (e.g. vs. get_opportunity or corpus_stats), so it is strong but not fully explicit about selection.

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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