# Lightbringer (com.lightbringer/connector): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.lightbringer%2Fconnector/versions/latest)
- Connected to: https://mcp.lightbringer.com/mcp
- Homepage: https://lightbringer.com/
- Repository: https://github.com/lightbringer-patents/mcp-connector
- Scoring rules: v2
- Tools: 39
- Average: 62.8 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Lightbringer (com.lightbringer/connector)'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: 39 tools. Above 25, models start to tell tools apart less well.
- Minor: The server's instructions are 8313 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

- `list_innovations`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `update_innovation`: 51 / 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: invention_id. Name the tool or the place that returns it, or models look it up first.
- `delete_asset`: 52 / 100
  - Minor: Arguments without a description: asset.
- `update_asset`: 54 / 100
  - Minor: Arguments without a description: asset, asset.changes, asset.changes.sections[].title.
- `create_strategy`: 55 / 100
  - Major: Arguments without a description: title, sections, sections[].title, sections[].content.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `edit_strategy`: 55 / 100
  - Major: Arguments without a description: revision, operations, operations[].action, operations[].section, operations[].section.title, operations[].index, operations[].action, operations[].section_id, operations[].title, operations[].content, operations[].action, operations[].section_id, operations[].action, operations[].section_ids, operations[].action, operations[].title.
  - Minor: String arguments with no constraint or example: operations[].action, operations[].action, operations[].action, operations[].action, operations[].action.
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `set_validation_countries`: 55 / 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: review_id. Name the tool or the place that returns it, or models look it up first.
- `create_asset`: 56 / 100
  - Major: Arguments without a description: asset, asset.type, asset.data, asset.data.title, asset.data.sections, asset.data.sections[].title, asset.data.sections[].content.
  - Minor: String arguments with no constraint or example: asset.type.
- `search`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: category, limit.
  - Minor: String arguments with no constraint or example: query.
  - Minor: No `required` list, so every argument is optional.
- `get_strategy`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
  - Minor: Required identifiers whose description does not say where the value comes from: strategy_id. Name the tool or the place that returns it, or models look it up first.
- `update_company_context`: 58 / 100
  - Major: Arguments without a description: revision, updates, updates.country, updates.state.
- `add_comment`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: comment.
  - Minor: Required identifiers whose description does not say where the value comes from: review_id. Name the tool or the place that returns it, or models look it up first.
- `get_innovation`: 59 / 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: invention_id. Name the tool or the place that returns it, or models look it up first.
- `list_trade_secrets`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `reply_to_comment`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: comment.
  - Minor: Required identifiers whose description does not say where the value comes from: review_id, comment_id. Name the tool or the place that returns it, or models look it up first.
- `whoami`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `set_strategy_publication`: 60 / 100
  - Minor: Arguments without a description: publish.
  - Minor: The meaning of the boolean argument publish is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: strategy_id. Name the tool or the place that returns it, or models look it up first.
- `get_company_context_template`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `add_discussion_comment`: 62 / 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: review_id. Name the tool or the place that returns it, or models look it up first.
- `delete_task`: 62 / 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: task_id. Name the tool or the place that returns it, or models look it up first.
- `get_task_status`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `list_tasks`: 62 / 100
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
- `search_public_patents`: 63 / 100
  - Minor: Arguments without a description: page.
  - Minor: No `required` list, so every argument is optional.
- `list_reviews`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_company_context`: 65 / 100
- `import_patent`: 65 / 100
  - Major: Arguments without a description: publicationNumber, competitorCompanyName.
- `list_strategies`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
- `start_innovation_feedback`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_innovation_template`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_review`: 67 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: review_id. Name the tool or the place that returns it, or models look it up first.
- `request_patent_preparation`: 67 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: invention_id. Name the tool or the place that returns it, or models look it up first.
- `respond_to_review`: 67 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: review_id. Name the tool or the place that returns it, or models look it up first.
- `delete_strategy`: 68 / 100
  - Minor: The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.
  - Minor: Required identifiers whose description does not say where the value comes from: strategy_id. Name the tool or the place that returns it, or models look it up first.
- `get_strategy_template`: 71 / 100
- `register_innovation`: 71 / 100
  - Minor: Arguments without a description: definition.problem, definition.invention.
  - Minor: The description mentions none of its 3 or more arguments.
- `refresh_patent_family`: 75 / 100
- `send_developer_feedback`: 80 / 100
- `get_credits`: 82 / 100
- `fetch`: 85 / 100

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