# Alternative Asset Literacy — Advisor (com.alternativeassetliteracy/aal-advisor-mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.alternativeassetliteracy%2Faal-advisor-mcp/versions/latest)
- Connected to: https://alternativeassetliteracy.com/mcp
- Repository: https://github.com/untitledfinancial/aal-plugins
- Scoring rules: v2
- Tools: 32
- Average: 64.3 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Alternative Asset Literacy — Advisor (com.alternativeassetliteracy/aal-advisor-mcp)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 32 tools. Above 25, models start to tell tools apart less well.
- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `glossary.lookup`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
- `glossary.search`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
- `glossary.browse`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `art.library`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `behavioral.deep_dive_track`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `defi.deep_dive_track`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `art.learning_track`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `advisor.compliance_scan`: 62 / 100
- `gender_lens.advisor_practice_track`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `modules.get_content`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: module_id. Name the tool or the place that returns it, or models look it up first.
- `pe_secondaries.deep_dive_track`: 62 / 100
- `reading.list`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `rwa.deep_dive_track`: 62 / 100
- `toolkit.frameworks`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `behavioral.brain_map`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `facts.random`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `advisor.commitment_pacing_model`: 65 / 100
- `advisor.daily_prep`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `vc_pe.deep_dive_track`: 65 / 100
- `advisor.gift_bundle`: 67 / 100
- `advisor.retirement_monte_carlo_estimator`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `art.deep_dive_track`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `esg.deep_dive_track`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `advisor.competency_check`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `advisor.meeting_icebreaker`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `advisor.registration_check`: 69 / 100
- `research.papers`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `advisor.explain_holding`: 72 / 100
- `advisor.post_meeting_followup`: 72 / 100
  - Minor: String arguments with no constraint or example: client_description.
- `gdr.deep_dive_track`: 72 / 100
- `disclosures.get`: 74 / 100
- `advisor.risk_conversation_guide`: 77 / 100

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