memory_search
shallowcom.stagenth/memory-kit · Verify this server
语义检索记忆：按意思匹配（如「界面配色偏好」能找到「喜欢 dark mode」），免费(0 credit)。 余弦相似 + 关键词命中加权 + 重要度加权混合排序，返回 score；嵌入服务离线自动降级为关键词模式。 会话开始 / 回答涉及用户偏好、历史决策前先搜一把，把命中的记忆带进上下文。
100.0/100
1 trials · measured 8 days ago
memory_search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.stagenth/memory-kit, measured 25 Aug 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
- unreachable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 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.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/f3e3ff44-b46e-4e19-90d2-3bcb1d38bbb4)