# INITE Brain (io.github.inite-ai/inite-brain-service): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.inite-ai%2Finite-brain-service/versions/latest)
- Connected to: https://brain.inite.ai/mcp
- Homepage: https://brain.inite.ai/
- Repository: https://github.com/inite-ai/inite-brain-service
- Scoring rules: v2
- Tools: 30
- Average: 52.0 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how INITE Brain (io.github.inite-ai/inite-brain-service)'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.
- 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

- `list_procedures`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: limit, includeRetired.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument includeRetired is unclear.
  - Minor: Says nothing about what it returns.
- `list_communities`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `retract_fact`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: factId, reason, retractedBy.userId, retractedBy.source.
  - Minor: String arguments with no constraint or example: factId, reason.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: factId. Name the tool or the place that returns it, or models look it up first.
- `how_to_connect`: 39 / 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.
- `detect_contradiction`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: entityRef, predicate, object, validFrom, validUntil, confidence.
  - Minor: String arguments with no constraint or example: predicate, object.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: entityRef. Name the tool or the place that returns it, or models look it up first.
- `find_related_entities`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: entityId.
  - Minor: String arguments with no constraint or example: entityId.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: entityId. Name the tool or the place that returns it, or models look it up first.
- `get_entity_timeline`: 42 / 100
  - Major: Arguments without a description: entityId, since, until.
  - Minor: String arguments with no constraint or example: entityId.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: entityId. Name the tool or the place that returns it, or models look it up first.
- `record_fact`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: entityRef, predicate, object, validFrom, validUntil, confidence, evidence[].kind, evidence[].note.
  - Minor: String arguments with no constraint or example: predicate, object.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_entity_profile`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: entityId. Name the tool or the place that returns it, or models look it up first.
- `retire_procedure`: 45 / 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: procedureId. Name the tool or the place that returns it, or models look it up first.
- `about_brain`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `link_entities`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: from, to, weight.
  - Minor: Says nothing about what it returns.
- `find_entity_communities`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: entityId.
  - Minor: Required identifiers whose description does not say where the value comes from: entityId. Name the tool or the place that returns it, or models look it up first.
- `match_procedure`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
  - Minor: String arguments with no constraint or example: query.
- `record_procedure`: 53 / 100
  - Major: Arguments without a description: trigger, action, priority, decayHalfLifeDays.
  - Minor: Says nothing about what it returns.
- `search_communities`: 54 / 100
  - Minor: Arguments without a description: limit.
  - Minor: String arguments with no constraint or example: query.
- `synthesize`: 54 / 100
  - Minor: Arguments without a description: predicates, minConfidence.
  - Minor: String arguments with no constraint or example: query.
  - Minor: The description mentions none of its 3 or more arguments.
- `graph_retrieve`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_fact`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_fact_provenance`: 57 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: factId. Name the tool or the place that returns it, or models look it up first.
- `record_decision`: 57 / 100
  - Minor: Arguments without a description: confidence.
  - Minor: Says nothing about what it returns.
- `search_knowledge`: 59 / 100
  - Minor: Arguments without a description: minConfidence.
  - Minor: String arguments with no constraint or example: query.
- `workspace_status`: 59 / 100
  - Minor: Says nothing about what it returns.
- `recall_decisions`: 60 / 100
  - Minor: Arguments without a description: limit.
- `get_competing_facts`: 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: entityId. Name the tool or the place that returns it, or models look it up first.
- `why`: 65 / 100
- `memory_diff`: 69 / 100
- `get_source_reputation`: 70 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_multi_hop`: 71 / 100
  - Minor: Arguments without a description: limit.
  - Minor: String arguments with no constraint or example: query.
- `summarize_entity`: 76 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: entityId. Name the tool or the place that returns it, or models look it up first.

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