# io.github.huxleypeckham/found-by-ai-monitor: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.huxleypeckham%2Ffound-by-ai-monitor/versions/latest)
- Connected to: https://areyoufoundbyai.com/mcp/demo
- Homepage: https://areyoufoundbyai.com/guides/connect-your-ai
- Repository: https://github.com/techhorizonlabs/foundbyai-mcp
- Scoring rules: v2
- Tools: 20
- Average: 45.0 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how io.github.huxleypeckham/found-by-ai-monitor'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

- Major: 10 tools repeat the same note (39 words). Say it once in the server's instructions, and let each description say what only that tool does. The note does not count toward the tools' scores.

## Tools

- `get_cited_queries`: 27 / 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: competitor, engine, since, limit.
  - Minor: Says nothing about what it returns.
- `get_schema_evidence`: 27 / 100
  - Major: The description is too short (3 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: offset, limit, chars.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_source_profile`: 27 / 100
  - Major: The description is too short (3 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: source.
  - Minor: Says nothing about what it returns.
- `get_agent_view`: 35 / 100
  - Major: The description is too short (3 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: confirmed.
  - Minor: The meaning of the boolean argument confirmed is unclear.
  - Minor: Says nothing about what it returns.
- `get_ai_traffic`: 35 / 100
  - Major: The description is too short (3 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: confirmed.
  - Minor: The meaning of the boolean argument confirmed is unclear.
  - Minor: Says nothing about what it returns.
- `get_benchmark`: 38 / 100
  - Major: The description only restates the name (3 words).
  - Major: The description is too short (3 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_citation_sources`: 38 / 100
  - Major: The description only restates the name (3 words).
  - Major: The description is too short (3 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_crawler_access`: 38 / 100
  - Major: The description only restates the name (4 words).
  - Major: The description is too short (4 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_regional_visibility`: 42 / 100
  - Major: The description is too short (4 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_share_of_voice`: 42 / 100
  - Major: The description is too short (4 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_fix_plan`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_mentions`: 48 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_context`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_question_trajectories`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_rivals`: 51 / 100
  - Minor: Says nothing about what it returns.
- `get_personas`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_answers`: 58 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_visibility`: 61 / 100
- `get_post_brief`: 66 / 100
- `request_rescan`: 71 / 100

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