searchpipe_search

shallow

tech.searchpipe/searchpipe · Verify this server

Run an AI-powered web search for a query: multi-engine retrieval → page fetching → LLM reranking → optional AI answer. Uses the same commercial pipeline as the HTTP POST /search endpoint: authentication → rate limiting → input moderation → credit charge → search → output moderation + AI-generated marker → refund on failure → usage logging. Credits are charged per call. api_key: an API key starting with `sp-`. It may also be provided through the SEARCHPIPE_API_KEY environment variable (the parameter takes precedence). Returns Tavily-style structured results (query / answer / results[]). Returns a tool error on authentication failure, insufficient credits, content violation, or retrieval failure.

100.0/100

1 trials · measured 15 days ago

searchpipe_search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against tech.searchpipe/searchpipe, measured 6 Oct 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
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

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: searchpipe_search
[![Vouch score](https://vouch.tools/api/tools/0e14feb0-04a9-4265-b8f0-0881ba724aae/badge.svg)](https://vouch.tools/tools/0e14feb0-04a9-4265-b8f0-0881ba724aae)
searchpipe_search — Vouch