socialcrawl_cohorts
shallowio.github.RidioDevelopment/socialcrawl · Verify this server
Answer 'which of THESE specific public identities is talking about my keywords?' — the opposite of open social listening. You upload a panel of up to 10,000 platform-qualified public handles (instagram, tiktok, youtube, twitter, threads, bluesky, truth-social, kwai, twitch, linkedin), submit a keyword query bounded to a recent window, and read back the matching posts per member PLUS a coverage record for every member, including the ones that matched nothing — so a partial crawl can never read as 'nobody talked about you'. Actions: create, add_members (1,000 per call, upsert on external_id so a nightly re-push is safe), estimate_cost (local, no API call — sizes the reservation before you commit), query (async, returns 202), query_status, query_results (paged, carries `items` + `coverage`), query_cancel, get, delete. Matching is deterministic: literal, whole-word, Unicode-normalized — no stemming, fuzzy matching, or alias inference. Every lifecycle call costs 0 credits; only the query is metered — it reserves a worst-case ceiling at submission and refunds down to the pages that actually succeeded. SocialCrawl only ever receives platform + handle + your opaque external_id, encrypted at rest. Requires a valid SOCIALCRAWL_API_KEY.
1 trials · measured 39 days ago
socialcrawl_cohorts scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.RidioDevelopment/socialcrawl, 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 + stdio
- Credential class
- self-provisionable
- Category
- Content & media
- 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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[](https://vouch.tools/tools/2503fe9f-b2b7-4eeb-897c-e6c4efee4724)