{"server":"tech.searchpipe/searchpipe","count":5,"changes":[{"tool":"searchpipe_search","kind":"changed","observed_at":"2026-10-18T15:43:52.210Z","fields":["outputSchema"],"description_before":null,"description_after":null,"description_similarity":null,"before_hash":"74d200ec507920e0ffb02aaf8329aa0a","after_hash":"448ce20f3729adc0cf36b0e35a1c178f"},{"tool":"searchpipe_search","kind":"changed","observed_at":"2026-10-16T10:02:04.765Z","fields":["outputSchema"],"description_before":null,"description_after":null,"description_similarity":null,"before_hash":"dc69d69c976a41935e613236546a45f5","after_hash":"74d200ec507920e0ffb02aaf8329aa0a"},{"tool":"searchpipe_verify","kind":"added","observed_at":"2026-10-12T15:31:21.762Z","fields":[],"description_before":null,"description_after":"Verify a factual claim against retrieved evidence: claim in, verdict out — a four-label judgment (supported / partial / unsupported / inconclusive), not generated text.\n\nEvery result ships with verifiable evidence — span-level quotes, claim verdicts, and source authority — not just links.\nVerdict labels: `supported` = evidence text clearly supports the claim; `partial` = partly supported or weak evidence;\n`unsupported` = reachable evidence does not support the claim (misattributed citation detected); `inconclusive` = the claim\ncould not be judged (fetch failure, paywall, or insufficient evidence) — the tool reports that honestly instead of guessing.\nVerification fetches source pages and judges claim-evidence consistency, so it typically takes 5-15 seconds.\n\nUses the same commercial pipeline as the HTTP POST /verify endpoint: authentication → email verification → rate limiting →\ninput moderation → per-request credit charge → verification → refund on failure → usage logging. Credits are charged per\ncall; an inconclusive verdict is still a delivered result and is not refunded.\n\nmode: evidence route — \"paper\" / \"web\" / \"auto\" (default; a DOI or arXiv signal decides). evidence_urls: up to 5\ncaller-supplied citations to verify. max_evidence: maximum evidence items to return (1-10, default 5).\napi_key: an API key starting with `sp-`. It may also be provided through the SEARCHPIPE_API_KEY environment variable\n(the parameter takes precedence).\nReturns VerifyResponse (verdict / confidence / reason_code / evidences[] / timing).\nReturns a tool error on authentication failure, insufficient credits, content violation, verification failure, or when the\nverify endpoint is disabled (\"Verify endpoint is not available\").","description_similarity":null,"before_hash":null,"after_hash":"99b8eaa87c66316fa8f8f2c6c679956d"},{"tool":"searchpipe_search","kind":"changed","observed_at":"2026-10-11T10:24:07.271Z","fields":["outputSchema"],"description_before":null,"description_after":null,"description_similarity":null,"before_hash":"b507dd1e3e340fa345e431028ae80523","after_hash":"dc69d69c976a41935e613236546a45f5"},{"tool":"searchpipe_search","kind":"changed","observed_at":"2026-09-29T07:56:10.189Z","fields":["description"],"description_before":"Run an AI-powered web search for a query: SearXNG retrieval → page fetching → LLM reranking → optional AI answer.\n\nUses the same commercial pipeline as the HTTP POST /search endpoint: authentication → rate limiting →\ninput moderation → credit charge → search → output moderation + AI-generated marker → refund on failure\n→ usage logging. Credits are charged per call.\n\napi_key: an API key starting with `sp-`. It may also be provided through the SEARCHPIPE_API_KEY\nenvironment variable (the parameter takes precedence).\nReturns Tavily-style structured results (query / answer / results[]).\nReturns a tool error on authentication failure, insufficient credits, content violation, or retrieval failure.","description_after":"Run an AI-powered web search for a query: multi-engine retrieval → page fetching → LLM reranking → optional AI answer.\n\nUses the same commercial pipeline as the HTTP POST /search endpoint: authentication → rate limiting →\ninput moderation → credit charge → search → output moderation + AI-generated marker → refund on failure\n→ usage logging. Credits are charged per call.\n\napi_key: an API key starting with `sp-`. It may also be provided through the SEARCHPIPE_API_KEY\nenvironment variable (the parameter takes precedence).\nReturns Tavily-style structured results (query / answer / results[]).\nReturns a tool error on authentication failure, insufficient credits, content violation, or retrieval failure.","description_similarity":0.961,"before_hash":"29b6ff231b58a1f0a6070e1f396bc8b9","after_hash":"b507dd1e3e340fa345e431028ae80523"}],"next_before":null,"next_actions":[]}