Digital Experts Hypotheses
https://mcp.digitalexperts.tv/mcp ↗
Description
Open data: 1,590 JTBD hypotheses with cold-traffic test results and cost per lead. CC BY 4.0
What our measurements say
Digital Experts Hypotheses is a remote MCP server published at mcp.digitalexperts.tv. It has been probed 12 times since 9/12/2026. It answered in 12 of them (100.0%), a near-uninterrupted record. Median response time is 424 ms, placing it among the faster endpoints. It offers a narrow, focused set of 5 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Agent readability score
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Risk: low
Advice
Raw observations
| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 14:49:35 | Legacy | 400 | 487 | 200 | 495 | 2025-11-25 |
| 2026-09-13 12:47:19 | Legacy | 400 | 255 | 200 | 264 | 2025-11-25 |
| 2026-09-13 10:45:14 | Legacy | 400 | 141 | 200 | 147 | 2025-11-25 |
| 2026-09-13 08:43:04 | Legacy | 400 | 358 | 200 | 354 | 2025-11-25 |
| 2026-09-13 06:40:42 | Legacy | 400 | 424 | 200 | 432 | 2025-11-25 |
| 2026-09-13 04:35:29 | Legacy | 400 | 958 | 200 | 961 | 2025-11-25 |
| 2026-09-13 01:33:33 | Legacy | 400 | 926 | 200 | 922 | 2025-11-25 |
| 2026-09-12 23:31:36 | Legacy | 400 | 246 | 200 | 252 | 2025-11-25 |
| 2026-09-12 21:29:15 | Legacy | 400 | 416 | 200 | 419 | 2025-11-25 |
| 2026-09-12 19:27:29 | Legacy | 400 | 869 | 200 | 864 | 2025-11-25 |
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test passed · last run:
- Cold-start: cold 40ms → warm 39ms (penalty 1ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_nichesAll 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.
niche_statsSummary 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').
nichestringrequired
search_hypothesesFull-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).
querystringnichestringverdictstringcompletenessstringyear_fromintegermax_cost_leadnumberlimitinteger
get_hypothesisFull 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.
idstringrequired
methodologyMethodology 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.
Availability history
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Era history
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
Response time history
The two probe legs separately: modern server/discover and legacy initialize.
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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[](https://mcpmetrics.io/servers/tv-digitalexperts-hypotheses)<a href="https://mcpmetrics.io/servers/tv-digitalexperts-hypotheses"><img src="https://mcpmetrics.io/badge/tv.digitalexperts/hypotheses/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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