Mcp

io.github.byimprint/intelligence

Agent-callable creator intelligence: 952+ scored YouTube creators across 180 niches.

Verified: 2026-05-13 (mcp-registry-ingest-2026-05-13+enrich-capability-skill)

When to use io.github.byimprint/intelligence

Choose if

Your agent is doing influencer marketing research, brand-safety screening, or creator partnership discovery and the relevant platform is YouTube. The 180-niche taxonomy plus the rank-against-brand-brief tool give structured evidence-backed output that beats asking a base model to "find creators in niche X." Free tier is enough to validate whether the niche coverage fits.

Avoid if

You need TikTok / Instagram / X / podcast / newsletter creators — out of scope. Also avoid if the workflow needs more than the free tier's 42 niches and your team can't justify Indie ($49/mo) or Agency ($499/mo). Pay-per-rank ($99) makes one-off use viable but compounds quickly.

Risk Flags

  • MEDIUM cost Free tier limited to 42 of 180 niches and 100 calls/day, returns "card view" only. Brand-creator ranking and synthesis tools require Indie ($49/mo, 5,000 calls/month) or Agency ($499/mo, 50,000 calls + 5 ranks). Pay-per-call alternative is $99/rank + $5/map — pricing compounds fast on production workloads.
  • MEDIUM scope YouTube creators only — 952+ scored across 180 niches. No TikTok, Instagram, Twitter/X, podcasts, or newsletters. Agents doing cross-platform influencer research will need additional sources.
  • LOW data_quality Methodology references YouTube Data API metrics, comment evidence, and a published six-axis framework. No refresh cadence disclosed in README — creator scores age between snapshots.

Cost

Type: Freemium

Distribution

MCP Registry
io.github.byimprint/intelligence
Repository
https://github.com/byimprint/mcp-server