# AI Law Framework (com.ailawframework/ai-law-framework): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.ailawframework%2Fai-law-framework/versions/latest)
- Connected to: https://ailawframework.com/mcp
- Homepage: https://ailawframework.com/connect
- Scoring rules: v2
- Tools: 19
- Average: 52.6 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how AI Law Framework (com.ailawframework/ai-law-framework)'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

No server-wide issues.

## Tools

- `get_framework`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: part.
  - Minor: No `required` list, so every argument is optional.
- `search_library`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: kind, limit.
  - Minor: The description mentions none of its 3 or more arguments.
- `work_record`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: output, output.title, output.version, check_points[].point, check_points[].source, notes.
  - Minor: String arguments with no constraint or example: output.title, output.version, check_points[].point, check_points[].source, notes.
- `assess_and_decide`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: adoption.score, adoption.reason, adoption.sub_conditions, efficiency.score, efficiency.reason, efficiency.sub_conditions, governance.score, governance.reason, governance.sub_conditions, efficiency_confidence, conditions.adoption, conditions.efficiency.
  - Minor: String arguments with no constraint or example: adoption.reason, efficiency.reason, governance.reason, conditions.adoption, conditions.efficiency.
- `refine_legal_query`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
- `record_research`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: findings, findings[].item, findings[].status, findings[].summary, findings[].source_title.
  - Minor: String arguments with no constraint or example: findings[].summary, findings[].source_title, findings[].accessed.
- `assess_tool_use`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_practice_area_prompt`: 54 / 100
  - Minor: Arguments without a description: area.
- `get_software_profile`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_started`: 54 / 100
  - Minor: Says nothing about what it returns.
- `plan_human_work`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_precedents`: 54 / 100
  - Minor: Arguments without a description: limit.
- `record_answers`: 55 / 100
  - Minor: Arguments without a description: answers.country.value, answers.country.from, answers.state.value, answers.state.from, answers.output.value, answers.output.from, answers.purpose.value, answers.purpose.from, answers.leaves_firm.value, answers.leaves_firm.from, answers.substantive.value, answers.substantive.from, answers.jurisdiction.value, answers.jurisdiction.from, answers.sworn.value, answers.sworn.from, answers.ai_restriction.value, answers.ai_restriction.from, answers.information.value, answers.information.from, answers.sources.value, answers.sources.from, answers.responsible.value, answers.responsible.from, answers.junior.value, answers.junior.from, answers.template.value, answers.template.from, answers.tool.value, answers.tool.from, answers.actions.value, answers.actions.from.
  - Minor: String arguments with no constraint or example: answers.output.value, answers.purpose.value, answers.jurisdiction.value, answers.sources.value, answers.responsible.value, answers.tool.value.
- `start_task`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: answers.country.value, answers.country.from, answers.state.value, answers.state.from, answers.output.value, answers.output.from, answers.purpose.value, answers.purpose.from, answers.leaves_firm.value, answers.leaves_firm.from, answers.substantive.value, answers.substantive.from, answers.jurisdiction.value, answers.jurisdiction.from, answers.sworn.value, answers.sworn.from, answers.ai_restriction.value, answers.ai_restriction.from, answers.information.value, answers.information.from, answers.sources.value, answers.sources.from, answers.responsible.value, answers.responsible.from, answers.junior.value, answers.junior.from, answers.template.value, answers.template.from, answers.tool.value, answers.tool.from, answers.actions.value, answers.actions.from.
  - Minor: String arguments with no constraint or example: answers.output.value, answers.purpose.value, answers.jurisdiction.value, answers.sources.value, answers.responsible.value, answers.tool.value.
- `disclosure_duties`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_task_guidance`: 59 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: task_id. Name the tool or the place that returns it, or models look it up first.
- `find_rules`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_precedent`: 62 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: precedent_id. Name the tool or the place that returns it, or models look it up first.
- `get_jurisdiction_guidance`: 64 / 100
  - Minor: Arguments without a description: audience.

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