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Opedd — Licensed Content for AI

List publishers

publisher_directory
Read-onlyIdempotent

Lists the publications on Opedd with their article counts, licences, prices and sample articles. Filters: category (case-insensitive substring), min_articles and verified status. Public; no key needed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoPage size cap.
offsetNoPagination offset.
categoryNoCase-insensitive substring filter on publisher category (e.g. 'finance', 'AI').
verifiedNo'true' to show only verified publishers (default), 'false' for unverified.
min_articlesNoFilter to publishers with at least this many licensable articles.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so safety is covered. The description adds genuinely useful context beyond them: it is public with no key required, and it discloses the shape of the response (counts, licences, prices, samples). Pagination/rate behavior is left to the schema.

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?

Three short sentences: purpose and payload first, filters second, access requirement last. No redundancy and nothing that fails to earn its place.

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?

With no output schema, the description compensates by naming the returned fields, and it covers access requirements and the filter set. It omits pagination behavior and default ordering, but for a read-only list endpoint with fully documented parameters this is largely complete.

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 limit, offset, category, verified and min_articles are all already documented with equivalent detail (e.g. the case-insensitive substring note is repeated verbatim from the schema). The description adds no syntax or format meaning beyond what the schema provides, so the 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 ('Lists the publications on Opedd') and enumerates the returned fields (article counts, licences, prices, sample articles), which clearly separates it from siblings like search_content or list_publisher_content. It does not explicitly name a sibling alternative, so it stops short of a 5.

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?

It implies the browse/discovery use case through the filter list and notes 'Public; no key needed', which tells the agent it can call this freely. However, it never says when to prefer this over browse_registry, list_publisher_content or search_content, so usage remains inferred 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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