About io.github.byimprint/intelligence
io.github.byimprint/intelligence is an MCP server in the Social category: agent-callable creator intelligence: 952+ scored YouTube creators across 180 niches.
Install
claude mcp add io-github-byimprint-intelligence -- npx -y @byimprint/mcp-servernpx -y @byimprint/mcp-serverThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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README
@byimprint/mcp-server
Open-source MCP client for byImprint creator-audience intelligence.
The actual MCP server, scoring methodology, and creator data live behind authentication at https://byimprint.com/mcp. This package is the open-source plumbing: the tool descriptors, a thin TypeScript client, and a small CLI for setup. Modeled on Plaid Link.
Install (Claude Code)
claude mcp add imprint-intelligence https://byimprint.com/mcp
That is the entire setup. Free tier requires no API key, no credit card. Get a paid-tier key at byimprint.com/agents.
Install (ChatGPT, Cursor, custom OpenAI agents)
Add https://byimprint.com/mcp as a Custom Connector in ChatGPT, or point your agent runtime at the OpenAPI spec:
https://byimprint.com/.well-known/openapi.json
Discovery descriptor for MCP clients that prefer auto-config:
https://byimprint.com/.well-known/mcp.json
Tools
Seven composable tools for iterating across creators and niches inside an agent loop.
| Tool | Purpose | Tier |
|---|---|---|
imprint-search |
Keyword search across creators and niches. | Free |
imprint-niche |
Niche landscape: creators, score distribution, common risks. Free returns 42 public niches; paid returns all 180. | Free / Paid |
imprint-profile |
Per-creator deep-dive. Free returns the card view; paid returns full sections. | Free / Paid |
imprint-filter |
Structured filter across creators by score, niche, partnerships, etc. | Indie |
imprint-grep |
Regex match across creator analyses. | Indie |
imprint-map |
Question-across-set with optional Claude synthesis. Synthesis is Agency or pay-per-call. | Indie |
imprint-rank-creators-for-brand |
Rank creators against a brand brief with evidence and exclusions. | Agency (5/mo) or pay-per-call |
Pricing
| Tier | Monthly | Calls | Notes |
|---|---|---|---|
| Free | $0 | 100 / day | Public niches and creator search. No card. |
| Indie | $49 | 5,000 / mo | All read tools. |
| Agency | $499 | 50,000 / mo | + 5 brand-creator ranks included, $99/call after. |
| Pay-per-call | usage | usage | $99/rank, $5/map-synthesize. |
Programmatic use
import { imprintFetch, IMPRINT_TOOLS } from "@byimprint/mcp-server";
const tools = await imprintFetch("tools/list", {});
console.log(tools);
const search = await imprintFetch(
"tools/call",
{ name: "imprint-search", arguments: { query: "quilting fabric" } },
{ apiKey: process.env.IMPRINT_API_KEY },
);
console.log(search);
For agent runtimes, prefer a real MCP client (@modelcontextprotocol/sdk) and point it at https://byimprint.com/mcp with your bearer token in Authorization.
CLI
npx @byimprint/mcp-server install
npx @byimprint/mcp-server tools
npx @byimprint/mcp-server discover
IMPRINT_API_KEY=imp_... npx @byimprint/mcp-server ping
Methodology
Every score traces back to YouTube Data API metrics, comment evidence, and the published six-axis framework: Voice, Audience, Product, Partnership, Risk, Reach. Read the full methodology at byimprint.com/methodology.
License
MIT. See LICENSE.
README copy captured when this server was indexed; it may lag the repository. The original is authoritative.