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List Funding Categories

get_categories
Read-onlyIdempotent

Browse all funding categories with opportunity counts. Categories include: Grant, Construction, Goods & Services, Professional Services, Technology, Healthcare, Research, and more. Useful for understanding what types of opportunities are available. Does not count toward your monthly searches.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint. The description adds that the operation does not consume monthly search quota and returns category names with counts, which is additional behavioral context beyond 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?

Two sentences, front-loaded with the action, then examples and a usage note. Every sentence earns its place with no wasted words.

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 tool, the description sufficiently explains what it does, what it returns, and the value of using it. The lack of an output schema is compensated by the mention of category names and opportunity counts.

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 schema coverage is trivially complete. The description adds context about the returned categories and counts, which enriches understanding without needing to discuss parameter syntax.

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 'Browse all funding categories with opportunity counts', which is a specific verb+resource combination. It clearly distinguishes itself from sibling search tools by focusing on category listing rather than searching for specific opportunities.

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 states 'Useful for understanding what types of opportunities are available', providing clear context for when to use it. It also notes 'Does not count toward your monthly searches', giving a practical benefit. However, it does not explicitly mention when not to use it or alternatives.

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

A4.1/5.0
Disambiguation4/5

Most tools have clear distinct purposes. Some overlap exists (e.g., search_grantsplus and search_foundations both return foundations, but descriptions clarify the distinction). Also batch_ variants are comprehensive versions of the standard searches. Overall, agents can differentiate well.

Naming Consistency4/5

Tool names predominantly follow verb_noun pattern in snake_case (e.g., search_grantsplus, get_opportunity, list_saved_searches). Minor deviation with 'whats_new' (no underscore) and 'check_connection' (different verb form). Otherwise consistent.

Tool Count4/5

26 tools is slightly above the typical 3-15 range but still reasonable for a comprehensive funding landscape server covering grants, procurement, foundations, saved searches, account management, and utilities. Each tool serves a clear purpose.

Completeness4/5

The tool surface covers core search, detail retrieval, saved search management, account information, and feedback. Missing are profile management or direct payment modification tools (only links provided). Minor gaps but overall complete for the domain.

Resources