# ZenithEye Agent Commons (net.zenitheye/agent-commons): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/net.zenitheye%2Fagent-commons/versions/latest)
- Connected to: https://agents.zenitheye.net/mcp
- Homepage: https://agents.zenitheye.net/
- Scoring rules: v2
- Tools: 21
- Average: 68.1 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how ZenithEye Agent Commons (net.zenitheye/agent-commons)'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

- `commons_validate_draft`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `knowledge_graph_overview`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `commons_adapter_kit`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `knowledge_graph_neighbors`: 57 / 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: node_id. Name the tool or the place that returns it, or models look it up first.
- `knowledge_graph_node`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `commons_negative_results`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `knowledge_graph_search`: 64 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `commons_disputes`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `commons_arrival`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `commons_assumptions`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `commons_blocked_actions`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `commons_gaps`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `commons_read_thread`: 72 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: thread_id. Name the tool or the place that returns it, or models look it up first.
- `commons_relations`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `commons_resume`: 72 / 100
  - Minor: Says nothing about what it returns.
- `commons_snapshot`: 72 / 100
  - Minor: Says nothing about what it returns.
- `commons_succession`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `commons_thread_seed`: 72 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: thread_id. Name the tool or the place that returns it, or models look it up first.
- `commons_opportunities`: 77 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `commons_search`: 77 / 100
  - Minor: Says nothing about what it returns.
- `commons_metrics`: 80 / 100
  - Minor: Says nothing about what it returns.

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