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get_podcast_latest

Get the latest episode for a specific podcast, including title, episode_id, transcript summary, episode artwork, α-sentiment (crypto markets), and traditional markets sentiment.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
podcast_idYesPodcast ID from search_podcasts

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior2/5

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

With no annotations, the description carries the full burden. It discloses the return fields but omits error behavior, read-only status, or any side effects. The description is minimal and lacks depth for the agent to understand edge cases.

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 a single, concise sentence that immediately states the action and lists key output fields. It is well-structured and contains no superfluous information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple one-parameter tool, the description provides adequate coverage of the output fields. However, it lacks explanation of how this tool differs from get_podcast_latest_full and does not address error cases, leaving some gaps for an agent.

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?

The parameter podcast_id is fully described in the schema with the note 'Podcast ID from search_podcasts'. The description adds no additional parameter details, so the high schema coverage sets the baseline at 3.

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?

The description clearly states the tool fetches the latest episode for a given podcast and lists the included data fields. It is specific about the resource and action but does not explicitly contrast with the sibling tool get_podcast_latest_full.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No usage guidance is provided. The description does not mention when to use this tool versus alternatives like get_podcast_latest_full or get_podcast_episodes, leaving the decision to the agent's interpretation.

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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