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Chain of Thought podcast archive

Search episodes

search_episodes
Read-onlyIdempotent

Finds Chain of Thought episodes by topic, guest name, company, title or chapter title. Returns up to 20 episodes ranked by relevance with number, title, date, guests, a short summary, matching chapter titles and the episode page url to cite.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum episodes, 1 to 20.
queryYesTopic, guest, company, title or chapter words.

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, openWorldHint=false and destructiveHint=false, so the safety profile is covered. The description goes beyond that by disclosing the cap of 20 results, relevance ranking, and the exact fields returned, which annotations cannot convey.

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, no filler, and the primary action is front-loaded ahead of the return-format detail. 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?

With no output schema, the description usefully explains the return shape (number, title, date, guests, summary, matching chapters, URL). Inputs are fully covered by schema plus description. Only the lack of routing guidance versus siblings keeps it from being 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 both parameters (query, limit) are already documented in the schema, including the 1-20 range. The description lists searchable fields and the 20-result cap, slightly reinforcing the query and limit, but adds no syntax or format guidance beyond the schema. Baseline 3 is appropriate.

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 ('Finds Chain of Thought episodes') plus the fields searched (topic, guest name, company, title, chapter title). It is clear what the tool does, but it does not differentiate itself from the close sibling search_transcripts, which also searches by content.

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 description implies usage (find episodes by topic/guest/company) but never states when to prefer this over search_transcripts or get_episode. No exclusions or prerequisites are given, so the agent must infer routing from the name alone.

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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