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get_recompete_radar

List federal contracts nearing expiration — each one a competition about to reopen. Filter by keyword, NAICS code, or state. Requires a BidCatch intel key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
naicsNoNAICS industry code, e.g. 541512
queryNoKeywords matched against description, recipient, and agency
stateNoTwo-letter US state code, e.g. TX

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It usefully discloses a prerequisite ('Requires a BidCatch intel key') and 'List' implies a read-only operation, but it says nothing about result volume, pagination, or rate limits. The auth disclosure adds real value beyond structured fields.

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?

Two compact sentences plus a short prerequisite note. The core purpose is front-loaded and every clause earns its place, with no redundancy against the schema.

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 read-only list tool with no output schema, the description covers purpose, filters, and the auth requirement adequately. It could say more about what each result contains or ordering, but nothing critical for correct invocation is missing.

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

Parameters3/5

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

Schema description coverage is 100%, so all three parameters are fully documented in the schema. The description only restates the filter dimensions without adding format or syntax detail, so baseline 3 applies.

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

Purpose4/5

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

States a specific verb and resource: 'List federal contracts nearing expiration,' with the framing clause 'each one a competition about to reopen' clarifying the recompete angle. This inherently separates it from search_bids and get_award_history, though no sibling is named explicitly.

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

Usage Guidelines3/5

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

Names the three filter dimensions (keyword, NAICS, state), which implies when the tool is useful, but offers no explicit when-to-use vs alternatives guidance against siblings like search_bids or get_agency_forecast. Usage is implied rather than directed.

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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