recommend_legal_ai_tools
shallowcom.legalaimcp/directory · Verify this server
Rank legal AI tools by fit for a specific practice area and firm size, with a score and the matched factors behind it. Use this instead of search_legal_ai_tools when someone describes their firm (e.g. "solo family law practice" or "20-attorney litigation firm") and wants a recommendation, not just a list.
1 trials · measured 2 days ago
recommend_legal_ai_tools scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.legalaimcp/directory, measured 31 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
- open
- Category
- Legal & government
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-31 | 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/ced91ae1-6a90-412a-8996-94a4485ce599)