# Unquant (ai.unquant/unquant): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.unquant%2Funquant/versions/latest)
- Connected to: https://unquant.ai/mcp
- Homepage: https://unquant.ai/
- Scoring rules: v2
- Tools: 28
- Average: 58.4 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Unquant (ai.unquant/unquant)'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: 28 tools. Above 25, models start to tell tools apart less well.

## Tools

- `catalog_list`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, job_id, theme, item_type, status, geo_archetype, cursor.
  - Minor: No `required` list, so every argument is optional.
- `news_general`: 46 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: cursor.
  - Minor: No `required` list, so every argument is optional.
- `market_earnings`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: symbol, start_day, end_day.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `politics_us_congress_trades`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: symbols, member_names, asset_owner, cursor, start_day, end_day.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `catalog_request`: 51 / 100
  - Major: Arguments without a description: expected_volume, organization, contact, inputs.
  - Minor: Required identifiers whose description does not say where the value comes from: entry_id. Name the tool or the place that returns it, or models look it up first.
- `datasets_search`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
- `catalog_preview`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: inputs.
  - Minor: Required identifiers whose description does not say where the value comes from: entry_id. Name the tool or the place that returns it, or models look it up first.
- `feedback_submit`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: use_case.
- `market_symbol_search`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `macro_calendar`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: country, impact.
- `datasets_list`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `politics_us_congress_aggregate`: 57 / 100
  - Minor: Arguments without a description: symbols, cursor.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `macro_indicator`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: start_day, end_day.
  - Minor: The description mentions none of its 3 or more arguments.
- `market_price_history`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: start_day, end_day, cursor.
  - Minor: The description mentions none of its 3 or more arguments.
- `ping`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `account_upgrade_status`: 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: upgrade_id. Name the tool or the place that returns it, or models look it up first.
- `catalog_describe`: 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: entry_id. Name the tool or the place that returns it, or models look it up first.
- `datasets_describe`: 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: dataset_id. Name the tool or the place that returns it, or models look it up first.
- `news_article`: 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: story_id. Name the tool or the place that returns it, or models look it up first.
- `news_impacts`: 63 / 100
  - Minor: Arguments without a description: cursor.
  - Minor: The description mentions none of its 3 or more arguments.
- `news_stock`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: cursor.
  - Minor: The description mentions none of its 3 or more arguments.
- `macro_current_conditions`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `market_etf_holdings`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: min_weight_percent.
  - Minor: The description mentions none of its 3 or more arguments.
- `account_request_upgrade`: 67 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `market_analyst_ratings`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `market_company_profile`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `market_fundamentals`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `market_quote`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

[All scored servers](https://forecall.dev/en/servers)