# Magpie — USDA Ag Markets: Grain, Fertilizer, WASDE & Export Sales (link.morningbrief/magpie): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/link.morningbrief%2Fmagpie/versions/latest)
- Connected to: https://ag.morningbrief.link/mcp
- Homepage: https://morningbrief.link/
- Scoring rules: v2
- Tools: 27
- Average: 75.6 / 100 (Clear)
- Near-identical pairs: 7

This page shows how Magpie — USDA Ag Markets: Grain, Fertilizer, WASDE & Export Sales (link.morningbrief/magpie)'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: 27 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

- `compare_contracts_vs_shipments`: 67 / 100
  - Minor: Says nothing about what it returns.
- `list_dairy_products`: 67 / 100
  - Minor: Says nothing about what it returns.
- `list_esr_commodities`: 67 / 100
  - Minor: Says nothing about what it returns.
- `list_fertilizer_products`: 67 / 100
  - Minor: Says nothing about what it returns.
- `list_grain_products`: 67 / 100
  - Minor: Says nothing about what it returns.
- `list_livestock_products`: 67 / 100
  - Minor: Says nothing about what it returns.
- `list_wasde_commodities`: 67 / 100
  - Minor: Says nothing about what it returns.
- `get_crop_condition`: 70 / 100
  - Minor: Says nothing about what it returns.
- `get_crop_progress`: 70 / 100
  - Minor: Says nothing about what it returns.
- `list_gats_commodities`: 72 / 100
  - Minor: Says nothing about what it returns.
- `get_crop_stats`: 75 / 100
- `get_dairy_price`: 77 / 100
- `get_fertilizer_price`: 77 / 100
- `get_grain_history`: 77 / 100
  - Minor: Says nothing about what it returns.
- `get_grain_price`: 77 / 100
- `get_wasde_history`: 77 / 100
- `get_export_sales`: 79 / 100
- `get_trade_flows`: 79 / 100
- `get_fertilizer_history`: 80 / 100
  - Minor: Says nothing about what it returns.
- `get_livestock_history`: 80 / 100
  - Minor: Says nothing about what it returns.
- `get_livestock_price`: 82 / 100
- `get_spreads`: 82 / 100
- `get_wasde_projection`: 82 / 100
- `get_crop_condition_history`: 84 / 100
- `get_crop_progress_history`: 84 / 100
- `get_dairy_history`: 84 / 100
- `get_export_sales_history`: 84 / 100

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