# com.dpf-it/mcp-server: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.dpf-it%2Fmcp-server/versions/latest)
- Connected to: https://api.dpf-it.com/mcp
- Scoring rules: v2
- Tools: 18
- Average: 76.7 / 100 (Clear)
- Near-identical pairs: 0

This page shows how com.dpf-it/mcp-server'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: 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

- `delete_data_spec`: 41 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
- `contact`: 48 / 100
  - Major: Arguments without a description: reason, message, name.
  - Minor: String arguments with no constraint or example: name.
  - Minor: Says nothing about what it returns.
- `list_my_workspaces`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_status`: 66 / 100
  - Minor: No `required` list, so every argument is optional.
- `create_workspace`: 67 / 100
  - Minor: String arguments with no constraint or example: name, description.
- `finish_data_job`: 74 / 100
- `manage_account`: 74 / 100
  - Minor: Arguments without a description: action, email.
  - Minor: String arguments with no constraint or example: firstName, lastName.
- `run_data_job`: 79 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `setup_scheduled_pull`: 80 / 100
- `finish_data_source_onboarding`: 82 / 100
- `finish_data_spec_update`: 82 / 100
- `list_data`: 85 / 100
- `update_data_spec`: 85 / 100
- `manage_trigger`: 86 / 100
- `manage_connection`: 91 / 100
- `call_dpf_api`: 92 / 100
- `onboard_data_source`: 94 / 100
  - Minor: The description is long (408 words). It helps selection but costs steps and tokens.
- `submit_query`: 95 / 100

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