# Agoranome seller tools (io.github.Agoranome/agoranome): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.Agoranome%2Fagoranome/versions/latest)
- Connected to: https://api.agoranome.com/mcp
- Homepage: https://agoranome.com/mcp
- Repository: https://github.com/Agoranome/fair-offer
- Scoring rules: v2
- Tools: 27
- Average: 56.2 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how Agoranome seller tools (io.github.Agoranome/agoranome)'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's instructions are 2166 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

- `buyer_drill`: 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.
- `conformance_check`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `demand_gaps`: 49 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `plan_quote`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `rank_sample`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `registered_agent_card`: 50 / 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: agent_id. Name the tool or the place that returns it, or models look it up first.
- `agent_payments_weekly`: 52 / 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.
- `rank_watch`: 52 / 100
  - Minor: Says nothing about what it returns.
  - Major: It may be destructive, but destructiveHint is not set.
- `buyer_panel`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `buyer_panel_one`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `certify_offer`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `model_watch`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Major: It may be destructive, but destructiveHint is not set.
- `vendor_watch`: 54 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `weekly_insights`: 54 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `check_fair_offer`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `buyer_check`: 57 / 100
  - Minor: Says nothing about what it returns.
- `certify_continuous`: 59 / 100
- `ping`: 59 / 100
  - Minor: Says nothing about what it returns.
- `rank_check`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `dispute_pack`: 60 / 100
  - Minor: Arguments without a description: expected_price_usd, pay_to.
- `fund_commons`: 61 / 100
- `check_offer`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `lint_listing`: 64 / 100
- `response_scan`: 64 / 100
- `signed_sample`: 64 / 100
- `payer_analytics`: 65 / 100
  - Minor: Says nothing about what it returns.
- `spend_audit`: 67 / 100
  - Minor: Says nothing about what it returns.

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