socialcrawl_cohorts

shallow

io.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.

100.0/100

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

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%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

DayScoreTierMethodology
2026-09-11100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: socialcrawl_cohorts
[![Vouch score](https://vouch.tools/api/tools/2503fe9f-b2b7-4eeb-897c-e6c4efee4724/badge.svg)](https://vouch.tools/tools/2503fe9f-b2b7-4eeb-897c-e6c4efee4724)
socialcrawl_cohorts — Vouch