# io.github.eidetic-works/nucleus: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.eidetic-works%2Fnucleus/versions/latest)
- Connected to: https://relay.nucleusos.dev/mcp
- Homepage: https://nucleusos.dev/
- Repository: https://github.com/eidetic-works/nucleus-mcp
- Scoring rules: v2
- Tools: 28
- Average: 55.0 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how io.github.eidetic-works/nucleus'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.
- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `nucleus_federation`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_orchestration`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_slots`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_infra`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_telemetry`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_sync`: 43 / 100
  - Minor: The description is long (527 words). It helps selection but costs steps and tokens.
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_features`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_tasks`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_governance`: 47 / 100
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_agents`: 50 / 100
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_audit`: 50 / 100
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_sessions`: 50 / 100
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_engrams`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_lane_stop`: 52 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `nucleus_route`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_plan_import`: 58 / 100
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `nucleus_lane_init`: 60 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `nucleus_lane_status`: 60 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `nucleus_next_message`: 62 / 100
  - Major: Arguments without a description: recipient.
  - Minor: No `required` list, so every argument is optional.
- `nucleus_plan_execute`: 62 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `nucleus_relay`: 62 / 100
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.
- `nucleus_ccr_arm`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `nucleus_lane_feedback`: 68 / 100
  - Minor: String arguments with no constraint or example: subject, body.
  - Minor: The description mentions none of its 3 or more arguments.
- `nucleus_plan_list`: 70 / 100
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `nucleus_lane_start`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument no_watcher is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `nucleus_relay_subscribe`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
- `nucleus_wakeup_wait`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `nucleus_delegate`: 75 / 100
  - Minor: The description is long (657 words). It helps selection but costs steps and tokens.
  - Major: Arguments without a description: action, params.
  - Minor: String arguments with no constraint or example: action.

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