# AI Design Blueprint (com.aidesignblueprint/blueprint): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.aidesignblueprint%2Fblueprint/versions/latest)
- Connected to: https://aidesignblueprint.com/mcp
- Homepage: https://aidesignblueprint.com/en/for-agents
- Repository: https://github.com/Michelangelo-Z/ai-design-blueprint
- Scoring rules: v2
- Tools: 29
- Average: 85.6 / 100 (Clear)
- Near-identical pairs: 0

This page shows how AI Design Blueprint (com.aidesignblueprint/blueprint)'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: 29 tools. Above 25, models start to tell tools apart less well.

## Tools

- `me.sessions`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `guides.search`: 73 / 100
- `handoffs.agency`: 73 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `team.summarize`: 77 / 100
  - Minor: No `required` list, so every argument is optional.
- `handoffs.partnership`: 79 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `clusters.list`: 80 / 100
- `guides.list`: 80 / 100
- `me.learning_path`: 82 / 100
- `me.validation_history`: 82 / 100
  - Minor: No `required` list, so every argument is optional.
- `architect.validate_consensus`: 85 / 100
  - Minor: The description is long (496 words). It helps selection but costs steps and tokens.
- `me.add_evidence`: 85 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: stage_id. Name the tool or the place that returns it, or models look it up first.
- `principles.list`: 85 / 100
  - Minor: No `required` list, so every argument is optional.
- `assets.list`: 87 / 100
- `me.coaching_context`: 87 / 100
- `clusters.get`: 88 / 100
- `me.session_event`: 88 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: session_id. Name the tool or the place that returns it, or models look it up first.
- `handoffs.operator`: 89 / 100
- `architect.validate`: 90 / 100
  - Minor: The description is long (1216 words). It helps selection but costs steps and tokens.
- `design.validate`: 90 / 100
  - Minor: The description is long (480 words). It helps selection but costs steps and tokens.
- `examples.get`: 90 / 100
- `guides.get`: 90 / 100
- `me.await_steer`: 90 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: session_id. Name the tool or the place that returns it, or models look it up first.
- `signals.report`: 90 / 100
- `spec.validate`: 90 / 100
  - Minor: The description is long (497 words). It helps selection but costs steps and tokens.
- `architect.certify`: 92 / 100
  - Minor: The description is long (1039 words). It helps selection but costs steps and tokens.
- `principles.get`: 92 / 100
- `principles.search`: 92 / 100
- `signals.feedback`: 92 / 100
  - Minor: No `required` list, so every argument is optional.
- `examples.search`: 93 / 100

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