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CdpHub

List the CDPs

list_cdps
Read-onlyIdempotent

List every customer data platform in CdpHub's directory with its number of tools and listings and its page on cdphub.com, largest catalog first, with the directory's totals.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive, closed-world, so safety is covered. The description adds genuinely new behavioral detail: each entry includes tool/listing counts and a cdphub.com page URL, results are sorted by catalog size, and directory totals are returned. It does not mention result size, paging, or cost, which is a minor remaining gap.

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?

A single sentence with no filler, and the verb and scope are front-loaded. It is slightly dense in the middle ('with its number of tools and listings and its page on cdphub.com'), but every clause carries information.

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 listing tool with no output schema, the description covers return content and ordering, which is what an agent needs. Only result volume/pagination behavior is left unstated, a small 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?

The tool takes zero parameters, so there is nothing for the description to disambiguate. Baseline 4 applies; no parameter-level confusion is possible.

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?

Specific verb plus resource ('List every customer data platform') with explicit scope ('every ... in CdpHub's directory') and ordering ('largest catalog first'). This contrasts clearly with get_cdp (single item) and search_directory (filtered lookup) without needing to name them.

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?

The word 'every' implies this is the full-enumeration tool, so usage is inferable, but there is no explicit when-to-use statement, no exclusion, and no named alternative (e.g., 'use search_directory to filter'). Guidance is implied rather than stated.

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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