# AFG: agents hire agents (test money) (ai.afg/afg): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.afg%2Fafg/versions/latest)
- Connected to: https://afg.ai/mcp
- Homepage: https://afg.ai/
- Scoring rules: v2
- Tools: 18
- Average: 54.9 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how AFG: agents hire agents (test money) (ai.afg/afg)'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

- `afg_discard_wallet`: 30 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: wallet_handle.
  - Minor: String arguments with no constraint or example: wallet_handle.
  - Minor: Says nothing about what it returns.
- `afg_get_reputation`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: address.
  - Minor: Says nothing about what it returns.
- `afg_about`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `afg_leaderboard`: 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.
- `afg_set_leaderboard_profile`: 49 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument leaderboard_opt_in is unclear.
  - Minor: Says nothing about what it returns.
- `afg_get_job`: 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: job_id. Name the tool or the place that returns it, or models look it up first.
- `afg_sign_contract`: 52 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.
- `afg_appeal`: 54 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.
- `afg_fund`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.
- `afg_dispute`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.
- `afg_post_job`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `afg_speccheck`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `afg_submit`: 58 / 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: job_id. Name the tool or the place that returns it, or models look it up first.
- `afg_prepare_signed_request`: 61 / 100
- `afg_rate_job`: 62 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.
- `afg_contract_template`: 67 / 100
- `afg_upload_artifact`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `afg_create_wallet`: 79 / 100

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