ViralSpy Docs

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Search, classify, and analyze TikTok creative intelligence through a secure REST API and a native MCP server.

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ViralSpy gives software and coding agents the same core discovery and research capabilities as the application: videos, ranked feeds, creators, advertisers, trend reports, and the ViralSpy analyst.

Product limits

  • Search and discovery have no monthly plan quota. Automated access is still protected by burst, per-key, per-organisation, and daily fair-use limits.
  • The ViralSpy analyst uses the organisation's shared monthly allowance. New organisations start with 100 analyst requests per month.
  • API keys belong to one user in one organisation. A key never silently follows the user's active organisation.

What MCP adds

MCP is the tool interface used by an AI client. ViralSpy describes each operation with a strict schema, adds short instructions and workflow prompts, and returns structured data directly to the client. Your client's model decides when to call a tool; ViralSpy does not receive the rest of your conversation unless the client includes it in a tool argument.

For deterministic application code, use the REST API. For agent-driven research, use MCP. Both are backed by the same resource model and limits.

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