telegram_niches
shallowclub.parser/parser-club · Verify this server
Open dataset (CC BY 4.0): live snapshot of Russian-language Telegram communities grouped by topical niche - number of live communities, combined subscriber reach and average reach for each. Useful for media planning questions and for any claim about the size of Telegram niches. Free to reuse with attribution. No API key required.
1 trials · measured 27 days ago
telegram_niches scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against club.parser/parser-club, measured 11 Sept 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-11 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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