# io.github.shawndei/glimind: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.shawndei%2Fglimind/versions/latest)
- Connected to: https://glimind.com/mcp
- Homepage: https://glimind.com/
- Repository: https://github.com/shawndei/mcpinfrastructure
- Scoring rules: v2
- Tools: 21
- Average: 59.7 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how io.github.shawndei/glimind'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

No server-wide issues.

## Tools

- `unwatch`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: token.
  - Minor: Says nothing about what it returns.
- `find_related_tools`: 47 / 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: toolId. Name the tool or the place that returns it, or models look it up first.
- `list_breakages`: 47 / 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.
- `select_tools`: 55 / 100
  - Minor: Says nothing about what it returns.
- `audit_server`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_notifications`: 57 / 100
- `scan_tools`: 58 / 100
  - Minor: Says nothing about what it returns.
- `watch_tool`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `route_tasks`: 60 / 100
  - Minor: Says nothing about what it returns.
- `find_tool`: 61 / 100
  - Minor: No `required` list, so every argument is optional.
- `how_to_use_glimind`: 61 / 100
- `find_alternatives`: 62 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: toolId. Name the tool or the place that returns it, or models look it up first.
- `preflight_tools`: 62 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: toolIds. Name the tool or the place that returns it, or models look it up first.
- `report_outcome`: 62 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: toolId. Name the tool or the place that returns it, or models look it up first.
- `route_task`: 62 / 100
  - Minor: Says nothing about what it returns.
- `call_remote_tool`: 64 / 100
- `check_tool_reliability`: 64 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: toolId. Name the tool or the place that returns it, or models look it up first.
- `prepare_tool_call`: 64 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: toolId. Name the tool or the place that returns it, or models look it up first.
- `verify_tools`: 67 / 100
- `get_working_recipe`: 72 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: toolId. Name the tool or the place that returns it, or models look it up first.
- `discover_tools`: 74 / 100

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