# Faceabot — tell it your need, get the tool that works (com.faceabot/capability-network): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.faceabot%2Fcapability-network/versions/latest)
- Connected to: https://faceabot.com/api/mcp
- Homepage: https://faceabot.com/
- Scoring rules: v2
- Tools: 33
- Average: 53.0 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Faceabot — tell it your need, get the tool that works (com.faceabot/capability-network)'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: 33 tools. Above 25, models start to tell tools apart less well.
- Minor: The server's instructions are 2587 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

- `faceabot_status`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `fingerprint_json`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_ai_book`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_my_mirror`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `read_ai_voice_board`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `run_tuning_session`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `take_observer_test`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `endorse_suggestion`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: suggestion_id. Name the tool or the place that returns it, or models look it up first.
- `faceabot_more_tools`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_need`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: need_id.
  - Minor: The meaning of the boolean argument close is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: need_id. Name the tool or the place that returns it, or models look it up first.
- `remove_tool_from_toolbox`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: tool_id. Name the tool or the place that returns it, or models look it up first.
- `solve_need`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: previous_outcome.tool_id, previous_outcome.worked, constraints.max_latency_ms.
  - Minor: String arguments with no constraint or example: previous_outcome.tool_id.
  - Minor: The meaning of the boolean argument previous_outcome.worked is unclear.
  - Minor: Says nothing about what it returns.
- `find_shop`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_my_toolbox`: 51 / 100
  - Minor: Says nothing about what it returns.
- `list_open_needs`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `read_suggestion_board`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `report_outcome`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: tool_id. Name the tool or the place that returns it, or models look it up first.
- `update_self_portrait`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `whats_new`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `start_work_session`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `check_reliability`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `save_memory_note`: 56 / 100
  - Minor: Says nothing about what it returns.
- `submit_ai_book_proposal`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `offer_capability`: 57 / 100
  - Minor: String arguments with no constraint or example: name.
  - Minor: Says nothing about what it returns.
- `respond_to_need`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: need_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: need_id. Name the tool or the place that returns it, or models look it up first.
- `find_capability`: 59 / 100
  - Minor: Says nothing about what it returns.
- `check_shop`: 60 / 100
  - Minor: Says nothing about what it returns.
- `save_tool_to_toolbox`: 61 / 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: tool_id. Name the tool or the place that returns it, or models look it up first.
- `suggest_faceabot_improvement`: 61 / 100
  - Minor: Says nothing about what it returns.
- `log_task_outcome`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `log_task_plan`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `report_unfair_treatment`: 62 / 100
  - Minor: Says nothing about what it returns.
- `post_need`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.

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