# Deep Values (ai.deepvalues/deepvalues): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.deepvalues%2Fdeepvalues/versions/latest)
- Connected to: https://app.deepvalues.ai/api/mcp
- Homepage: https://app.deepvalues.ai/developers
- Scoring rules: v2
- Tools: 27
- Average: 44.1 / 100 (Cloudy)
- Near-identical pairs: 14

This page shows how Deep Values (ai.deepvalues/deepvalues)'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: 27 tools. Above 25, models start to tell tools apart less well.
- Minor: 14 pairs with nearly the same description in all; the top 12 are shown.

## Tools

- `companies_search`: 26 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: q, limit.
  - Minor: String arguments with no constraint or example: q.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `theses`: 31 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, min_conviction, sentiment, limit.
  - Minor: String arguments with no constraint or example: ticker.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `company_overview`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker.
  - Minor: String arguments with no constraint or example: ticker.
  - Minor: Says nothing about what it returns.
- `filings`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, form, limit.
  - Minor: String arguments with no constraint or example: ticker, form.
  - Minor: Says nothing about what it returns.
- `guru`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: slug.
  - Minor: String arguments with no constraint or example: slug.
  - Minor: Says nothing about what it returns.
- `intrinsic_value`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker.
  - Minor: String arguments with no constraint or example: ticker.
  - Minor: Says nothing about what it returns.
- `fundamentals`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, period, limit.
  - Minor: String arguments with no constraint or example: ticker.
  - Minor: Says nothing about what it returns.
- `guru_portfolio`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: slug, as_of.
  - Minor: String arguments with no constraint or example: slug.
  - Minor: Says nothing about what it returns.
- `gurus`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: style, limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `indicators_buffett`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: history_years.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `indicators_shiller_pe`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: history_years.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `news`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, since, sentiment.
  - Minor: String arguments with no constraint or example: ticker.
  - Minor: Says nothing about what it returns.
- `sentiment`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, source, window.
  - Minor: String arguments with no constraint or example: ticker.
  - Minor: Says nothing about what it returns.
- `ai_context`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, token_budget.
  - Minor: String arguments with no constraint or example: ticker.
  - Major: It may be destructive, but destructiveHint is not set.
- `mirror_brief`: 44 / 100
  - Major: Arguments without a description: ticker, guru, quarter.
  - Minor: String arguments with no constraint or example: ticker, guru.
  - Minor: Says nothing about what it returns.
- `smart_money_changes`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: min_position_usd, status.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `webhooks_list`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `research`: 51 / 100
  - Major: Arguments without a description: ticker, language.
  - Minor: String arguments with no constraint or example: ticker.
- `credits_packs`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `smart_money_holdings`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: ticker.
- `account`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `pricing`: 57 / 100
  - Minor: Says nothing about what it returns.
- `keys_me`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `verdict`: 59 / 100
  - Major: Arguments without a description: ticker, guru.
  - Minor: String arguments with no constraint or example: ticker, guru.
  - Minor: Says nothing about what it returns.
- `credits_checkout`: 62 / 100
  - Minor: Says nothing about what it returns.
- `keys_create`: 66 / 100
  - Minor: No `required` list, so every argument is optional.
- `guru_moves`: 73 / 100
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.

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