GetAdvisorBenchmarks
shallowio.github.findimitrov/fintel-discovery · Verify this server
Return Kitces Research advisor practice benchmark data for independent and RIA-affiliated financial advisors. Covers median and top-quartile metrics across five categories: - revenue: revenue per client, total firm revenue, growth rates - fees: AUM fee schedules, retainer and hourly rates - technology: software adoption rates and tech spend - staffing: headcount, capacity, and support ratios - clients: household counts, AUM per client, retention rates Set category='all' (default) to retrieve all categories at once. Source: Kitces Research annual advisor benchmarking survey (2023–2024). No API key required — data is embedded as curated static reference.
1 trials · measured 8 days ago
GetAdvisorBenchmarks scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.findimitrov/fintel-discovery, 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.
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[](https://vouch.tools/tools/7e5892b8-a055-42dc-99c2-61d625c305ba)