cyberlibrary_search
shallowio.github.wygogogo19/robotbase-mcp · Verify this server
Unified CyberLibrary search: one query, automatic language, BM25 + neural semantic fusion (RRF), returning the most relevant passages with stable chunk IDs, citations, licenses and source URLs, plus an answerable/confidence signal. When to use: first choice when you do not want to decide between keyword and semantic search. Modes: auto (default, both), keyword (exact terms/names), semantic (paraphrase/theme). Options: lang, limit, snippet_chars. Returns: {query, lang, mode_requested, mode_used, answerable, confidence, corpus_version, results[{chunk_id, score, sources, title, author, chapter, para, citation, url, license, snippet}], next_actions}.
1 trials · measured today
cyberlibrary_search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.wygogogo19/robotbase-mcp, measured 20 Oct 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 |
|---|---|---|---|
| 2026-10-20 | 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/e7d02648-2156-485a-8dc8-020ed2c42cad)