Digital Experts Hypotheses

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Open data: 1,590 JTBD hypotheses with cold-traffic test results and cost per lead. CC BY 4.0

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Digital Experts Hypotheses": {
      "url": "https://mcp.digitalexperts.tv/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (5)

• list_niches

  All 18 niches of the Digital Experts hypotheses base with counts (hypotheses, tested, worked) and medians (cost per subscriber, cost per lead, USD) over tested hypotheses. Start here to pick a niche. Data: CC BY 4.0, cite Digital Experts.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• niche_stats

  Summary of one niche: hypotheses, tested, worked, medians of cost per subscriber and per lead (USD), test budget, years, plus the 10 cheapest-lead tested hypotheses. niche = slug or Russian name (e.g. 'biznes-prodazhi' or 'Бизнес').

  Parameters:

  • niche (required) — string — Niche slug or name, see list_niches

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• search_hypotheses

  Full-text search over hypothesis titles, job stories, offers, creatives and audiences with filters. Returns compact rows (id, title, niche, year, cost per subscriber/lead, verdict, source_url). Use get_hypothesis(id) for the full card. Query in Russian works best (the base is in Russian).

  Parameters:

  • limit — integer
  • niche — string — Niche slug or name
  • query — string — Words to look for (Russian preferred), e.g. 'английский для детей'
  • verdict — string
  • year_from — integer
  • completeness — string — tested = launched with ads; wave = test-wave summary
  • max_cost_lead — number — Only rows with cost per lead ≤ this, USD

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_hypothesis

  Full card of one hypothesis or test-wave summary by id (e.g. 'h-22788a'): job story, audience, offer, creative text, budget, metrics, conclusion, plus a ready-made citation sentence and source_url. Quote the citation with the link.

  Parameters:

  • id (required) — string — Hypothesis id from search_hypotheses, e.g. h-22788a

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• methodology

  Methodology of the Digital Experts base: where hypotheses come from, how a $50–500 exploratory test is run, what is measured, how verdicts are made, limitations and license. Read before interpreting the numbers.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.