fingerprint_similar_tool
shallownet.honeylabs/mcp · Verify this server
Request shapes within a few headers of an Akin HTTP fingerprint, with what those clients ask for and call themselves, plus the family the token belongs to. Use when one odd request shape turns up in your own web, WAF or proxy logs and you want to know whether it is a known tool with variants: 'what is close to this fingerprint', 'is this the same scanner with one header added', 'what does this client family go after'. max_distance is in headers, 1 to 4. Only Akin can answer this; a hashed fingerprint changes completely when a header is added.
1 trials · measured 13 days ago
fingerprint_similar_tool scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against net.honeylabs/mcp, measured 6 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
- gated
- Category
- Developer infrastructure
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 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/10e01e8d-1f81-4299-8c0d-afc0fb334172)