content_discovery

Active

declared in 0.2.0

Discover content franchises within a domain. Two modes: pass `tag` for a precise taxonomy match (every game tagged 'co-op'), or pass `query` for free-text SEMANTIC search powered by pgvector embeddings — finding franchises by meaning ('dark atmospheric games about isolation') even when no literal tag matches. Results are verifiable: tag mode carries tag confidence/corroboration, semantic mode carries a similarity score; both carry entity freshness. When to use: an agent wants a domain-scoped shortlist by tag or by intent. Inputs: a domain plus either a tag or a free-text query.

Parameters schema

{
  "type": "object",
  "required": [
    "domain"
  ],
  "properties": {
    "tag": {
      "type": "string",
      "maxLength": 80,
      "minLength": 2,
      "description": "Tag label to match precisely (e.g. 'thriller', 'co-op'). Mutually exclusive with `query`."
    },
    "async": {
      "type": "boolean",
      "description": "If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum franchises to return (default 25)"
    },
    "query": {
      "type": "string",
      "maxLength": 400,
      "minLength": 3,
      "description": "Free-text intent for semantic search (e.g. 'melancholic synth-pop about heartbreak'). Mutually exclusive with `tag`."
    },
    "domain": {
      "enum": [
        "music",
        "film",
        "tv",
        "video-game"
      ],
      "type": "string",
      "description": "Content domain to search within"
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.70 0.50

No endpoints wrapped at confidence ≥ 0.50.

Parent server

@gapup/mcp-knowledge

https://github.com/getgapup/gapup-mcp

2/7 registries

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