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Discover Sleepwalker content trends

discover_sleepwalker_content_trends

Find relevant content trends for a URL. This runs extraction and serialization internally and returns compact industry, trend, and citation data only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesPublic page URL to analyze.
countryNoMarket context for analysis. Use ISO country codes such as US, NL, DE, or EE.US
languageNoLanguage for analysis and generated text. Use ISO language codes such as en, nl, de, or et.en
extraction_modeNoHow Sleepwalker retrieves page content. These actions read the page as a fast static fetch (the same content an AI crawler sees); leave the default. Other values are accepted for compatibility but are treated as the static fetch.ssr

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • changedInput schema / properties / country / description
      Previous value: -"Market context for analysis. Use ISO country codes such as US, NL, or DE."New value: +"Market context for analysis. Use ISO country codes such as US, NL, DE, or EE."
    • changedInput schema / properties / language / description
      Previous value: -"Language for analysis and generated text. Use ISO language codes such as en, nl, or de."New value: +"Language for analysis and generated text. Use ISO language codes such as en, nl, de, or et."
  2. Changed1 schema field changed
    • changedInput schema / properties / extraction_mode / description
      Previous value: -"How Sleepwalker should retrieve page content. Leave the default for most pages; use rendered or csr if the page depends on JavaScript."New value: +"How Sleepwalker retrieves page content. These actions read the page as a fast static fetch (the same content an AI crawler sees); leave the default. Other values are accepted for compatibility but are treated as the static fetch."
  3. Changed4 schema fields changed
    • addedInput schema / properties / country / description
      Added value: +"Market context for analysis. Use ISO country codes such as US, NL, or DE."
    • addedInput schema / properties / extraction_mode / description
      Added value: +"How Sleepwalker should retrieve page content. Leave the default for most pages; use rendered or csr if the page depends on JavaScript."
    • addedInput schema / properties / language / description
      Added value: +"Language for analysis and generated text. Use ISO language codes such as en, nl, or de."
    • addedInput schema / properties / url / description
      Added value: +"Public page URL to analyze."
  4. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations indicate readOnlyHint=false, openWorldHint=true, and idempotentHint=false, but the description adds context by stating it 'runs extraction and serialization internally,' implying internal processing beyond a simple read. However, it does not disclose potential side effects, rate limits, or idempotency implications. Since annotations carry some burden, this is a modest but not comprehensive disclosure.

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 concise sentences, front-loaded with the core action ('Find relevant content trends for a URL') and immediately followed by a clarifying note on output scope. No wasted words or redundant detail.

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 an output schema available, the return structure is covered elsewhere. The description adequately conveys the tool's purpose and high-level output ('compact industry, trend, and citation data only'). It could mention how parameters like country and language influence results, but the schema already explains those. For a discovery tool, this is sufficiently 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 each parameter (url, country, language, extraction_mode) is documented. The tool description adds no new parameter semantics beyond the schema. Baseline of 3 applies because the schema does the heavy lifting and the description does not enhance parameter understanding.

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 the tool's function: 'Find relevant content trends for a URL.' It specifies the resource (URL), the verb (find), and the output (trends, industry, citation data). This distinguishes it from sibling tools like create_sleepwalker_content_run (which creates runs) or get_sleepwalker_content_run_status (which checks status).

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?

The description provides no explicit guidance on when to use this tool versus alternatives. It does not mention conditions, prerequisites, or exclusions. Given the many sibling tools, the lack of context on when to choose this over others leaves the agent to infer usage from the purpose 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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