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Get Dataset Summary

get_dataset_summary
Read-onlyIdempotent

Get dataset size and coverage stats (open opportunities, certified sources). Does not count toward your monthly searches.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds a valuable behavioral trait: this operation does not consume monthly search quota, which is not present in the annotations. This goes beyond what structured data provides.

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 two sentences, both earning their place. The first sentence front-loads the main purpose with specific details, and the second delivers a useful operational note. No fluff or repetition.

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 zero-parameter, read-only tool, the description is largely complete. It specifies what the summary contains and notes the quota behavior. The lack of an output schema could have been mitigated with a brief hint about the return structure, but that is a minor gap given the tool's simplicity.

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?

This tool has zero parameters, so per the rubric baseline for 0 params is 4. There are no parameter semantics to clarify, and the description correctly omits any parameter-related content since none exist.

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 it returns dataset size and coverage statistics (open opportunities, certified sources), going beyond a generic restatement. It distinguishes this tool from sibling tools like get_categories or search_grantsplus by focusing on summary metrics rather than detailed records.

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?

Although it doesn't explicitly mention alternative tools, the description implies when to use it—when an overview of dataset size and coverage is needed. The added note that it does not count toward monthly searches provides useful context for choosing this tool freely, but there are no explicit exclusions or alternative names.

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