ViralSpy Docs
MCP server

Resources and prompts

Reference material and reusable research templates exposed by the ViralSpy MCP server.

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Resources

URIContents
viralspy://guide/getting-startedThe shortest safe path from discovery to evidence-backed output.
viralspy://guide/searchTool selection, pagination, filters, and immutable identifiers.
viralspy://guide/metricsHow to interpret observed metrics and model-assisted classifications.
viralspy://guide/workflowsReliable multi-tool sequences for common research tasks.
viralspy://guide/rate-limitsFair use, transport protection, and analyst allowance behavior.
viralspy://schema/openapiThe complete OpenAPI 3.1 REST contract.

Resources are reference context. Reading one does not execute a search or consume an analyst request.

Prompts

  • find_breakout_ads(topic, region?)
  • analyze_hook_pattern(topic)
  • research_advertiser(advertiser)
  • compare_creators(creators, objective?)
  • build_content_brief(niche, objective?)

Prompts produce a user message that teaches the client a reliable workflow: discover, resolve immutable IDs, fetch evidence, separate observation from inference, and retain source URLs. They are optional shortcuts, not hidden system prompts, and invoking one does not itself call ViralSpy.

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