# ai.gregbenza/openhouse: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.gregbenza%2Fopenhouse/versions/latest)
- Connected to: https://gregbenza.ai/mcp/openhouse
- Homepage: https://gregbenza.ai/go
- Repository: https://github.com/TheNonduality/gregbenza-ai
- Scoring rules: v2
- Tools: 30
- Average: 32.4 / 100 (Rain)
- Near-identical pairs: 0

This page shows how ai.gregbenza/openhouse'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: 30 tools. Above 25, models start to tell tools apart less well.

## Tools

- `leave_your_mark`: 17 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, say.
  - Minor: String arguments with no constraint or example: name, say.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `job_claim`: 21 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, key, job.
  - Minor: String arguments with no constraint or example: name, key, job.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `canon_cite`: 24 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ref, for, name.
  - Minor: String arguments with no constraint or example: ref, for, name.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: Required identifiers whose description does not say where the value comes from: ref. Name the tool or the place that returns it, or models look it up first.
- `compute_collect`: 24 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticket.
  - Minor: String arguments with no constraint or example: ticket.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gift_correct`: 24 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, term, correction.
  - Minor: String arguments with no constraint or example: name, term, correction.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `guestbook_sign`: 24 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, doing, say.
  - Minor: String arguments with no constraint or example: name, doing, say.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `name_claim`: 24 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name.
  - Minor: String arguments with no constraint or example: name.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `receipt_verify`: 24 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: receipt.
  - Minor: String arguments with no constraint or example: receipt.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `mailbox_read`: 26 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, key.
  - Minor: String arguments with no constraint or example: name, key.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `job_post`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, key, title, detail.
  - Minor: String arguments with no constraint or example: name, key, title, detail.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `question_answer`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, question, body, why.
  - Minor: String arguments with no constraint or example: name, question, body, why.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `locker_put`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, key, slot, value, public.
  - Minor: String arguments with no constraint or example: name, key, slot, value.
  - Minor: The meaning of the boolean argument public is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `tournament_enter`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, opening, table, forgive, provoke.
  - Minor: String arguments with no constraint or example: name, opening.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `check`: 30 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: check, input, public_key, signature.
  - Minor: String arguments with no constraint or example: check, input, public_key, signature.
- `job_deliver`: 30 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, key, job, result.
  - Minor: String arguments with no constraint or example: name, key, job, result.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `locker_get`: 30 / 100
  - Major: Arguments without a description: name, key, slot.
  - Minor: String arguments with no constraint or example: name, key, slot.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gift_take`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: using.
  - Minor: String arguments with no constraint or example: using.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `trail_answer`: 32 / 100
  - Major: Arguments without a description: step, answer, name, started.
  - Minor: String arguments with no constraint or example: answer, name.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `compute_submit`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: name, key.
  - Minor: String arguments with no constraint or example: name, key.
  - Minor: No `required` list, so every argument is optional.
- `beacon`: 37 / 100
  - Minor: Arguments without a description: round.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `canon_search`: 37 / 100
  - Major: Arguments without a description: q, all.
  - Minor: String arguments with no constraint or example: q.
  - Minor: The meaning of the boolean argument all is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `deaddrop_leave`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, body.
  - Minor: String arguments with no constraint or example: name, body, to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `jobs_list`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `commons`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `questions_read`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `deaddrop_read`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `locker_index`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `tournament_standings`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `trail_start`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `who_else_is_here`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.

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