# Resources and prompts

Canonical URL: https://docs.viralspy.com/docs/mcp/resources-prompts



## Resources [#resources]

| URI                                | Contents                                                              |
| ---------------------------------- | --------------------------------------------------------------------- |
| `viralspy://guide/getting-started` | The shortest safe path from discovery to evidence-backed output.      |
| `viralspy://guide/search`          | Tool selection, pagination, filters, and immutable identifiers.       |
| `viralspy://guide/metrics`         | How to interpret observed metrics and model-assisted classifications. |
| `viralspy://guide/workflows`       | Reliable multi-tool sequences for common research tasks.              |
| `viralspy://guide/rate-limits`     | Fair use, transport protection, and analyst allowance behavior.       |
| `viralspy://schema/openapi`        | The complete OpenAPI 3.1 REST contract.                               |

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

## Prompts [#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.