# Probative legal-marketing data (com.probativegrowth/legal-marketing-data): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.probativegrowth%2Flegal-marketing-data/versions/latest)
- Connected to: https://probativegrowth.com/mcp
- Homepage: https://probativegrowth.com/data/
- Repository: https://github.com/ops864/legal-marketing-data
- Scoring rules: v2
- Tools: 24
- Average: 53.9 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Probative legal-marketing data (com.probativegrowth/legal-marketing-data)'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's instructions are 14841 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `list_datasets`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: response_format.
  - Minor: No `required` list, so every argument is optional.
- `list_rule_changes`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: response_format.
  - Minor: No `required` list, so every argument is optional.
- `get_attorney_fee_caps`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: program, response_format.
- `get_benchmark`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: table, v5_table, public_table, response_format.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_state_market_brief`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: response_format.
- `get_state_rules`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: response_format.
- `get_spanish_demand_supply`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: response_format.
- `whats_new`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: since, state, practice, limit, response_format.
  - Minor: No `required` list, so every argument is optional.
- `get_ad_platform_policies`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: platform, area, response_format.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_ca_court_filings`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: group, response_format.
- `calculate_fee_cap`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: program, response_format.
  - Minor: The description mentions none of its 3 or more arguments.
- `list_mdl_dockets`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: response_format.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `search_rules`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: limit, response_format.
  - Minor: The description mentions none of its 3 or more arguments.
- `compare_states`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: topic, response_format.
- `get_rule`: 55 / 100
  - Major: Arguments without a description: topic, response_format.
- `check_ad_elements`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: response_format.
- `data_compare`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: keys, response_format.
- `data_lookup`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: dataset, response_format.
- `get_ad_filing_requirements`: 57 / 100
  - Minor: Arguments without a description: response_format.
- `cite`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: response_format.
  - Minor: No `required` list, so every argument is optional.
- `fetch`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_ethics_opinions`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: response_format.
  - Minor: No `required` list, so every argument is optional.
- `data_search`: 69 / 100
  - Major: Arguments without a description: query, limit, response_format.
- `search`: 69 / 100
  - Major: Says nothing about when to use it, or when not to.

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