# ai.flyvolo/knowledge: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.flyvolo%2Fknowledge/versions/latest)
- Connected to: https://mcp.flyvolo.ai/mcp
- Homepage: https://flyvolo.ai/
- Repository: https://github.com/weihermans/VOLO
- Scoring rules: v2
- Tools: 19
- Average: 28.3 / 100 (Rain)
- Near-identical pairs: 0

This page shows how ai.flyvolo/knowledge'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: 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

- `get_change_history`: 13 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: slug, locale.
  - Minor: String arguments with no constraint or example: slug, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `find_affected`: 16 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: id, locale.
  - Minor: String arguments with no constraint or example: id, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `find_majors_for_occupation`: 16 / 100
  - Major: The description is too short (6 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: slug, locale.
  - Minor: String arguments with no constraint or example: slug, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_change`: 20 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: id, locale.
  - Minor: String arguments with no constraint or example: id, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `get_role_tasks`: 22 / 100
  - Major: Arguments without a description: slug, locale.
  - Minor: String arguments with no constraint or example: slug, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `find_evidence`: 25 / 100
  - Major: Arguments without a description: slug, taskId, locale.
  - Minor: String arguments with no constraint or example: slug, taskId, locale.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `find_transition_paths`: 25 / 100
  - Major: Arguments without a description: slug, locale.
  - Minor: String arguments with no constraint or example: slug, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_occupation`: 25 / 100
  - Major: Arguments without a description: slug, locale.
  - Minor: String arguments with no constraint or example: slug, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `query_ontology`: 26 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: type, id, link, direction, locale.
  - Minor: String arguments with no constraint or example: type, id, link, locale.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `search`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, locale, limit.
  - Minor: String arguments with no constraint or example: query, locale.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `find_notes_for_occupation`: 28 / 100
  - Major: Arguments without a description: slug, locale.
  - Minor: String arguments with no constraint or example: slug, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `find_notes`: 29 / 100
  - Major: Arguments without a description: query, locale.
  - Minor: String arguments with no constraint or example: query, locale.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_ontology`: 30 / 100
  - Major: Arguments without a description: slug, locale.
  - Minor: String arguments with no constraint or example: slug, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_business_functions`: 32 / 100
  - Major: Arguments without a description: locale.
  - Minor: String arguments with no constraint or example: locale.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `describe_coverage`: 34 / 100
  - Major: Arguments without a description: locale.
  - Minor: String arguments with no constraint or example: locale.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_major`: 35 / 100
  - Major: Arguments without a description: slug, locale.
  - Minor: String arguments with no constraint or example: slug, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_note`: 35 / 100
  - Major: Arguments without a description: slug, locale.
  - Minor: String arguments with no constraint or example: slug, locale.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `resolve_occupation_or_major`: 45 / 100
  - Major: Arguments without a description: query, locale.
  - Minor: String arguments with no constraint or example: query, locale.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_action_brief`: 55 / 100
  - Major: Arguments without a description: taskIds, locale.
  - Minor: String arguments with no constraint or example: locale.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.

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