# GreenlandAI (ai.greenlandai/greenlandai): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.greenlandai%2Fgreenlandai/versions/latest)
- Connected to: https://mcp.greenlandai.ai/mcp
- Homepage: https://greenlandai.ai/
- Scoring rules: v2
- Tools: 50
- Average: 60.3 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how GreenlandAI (ai.greenlandai/greenlandai)'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

- Major: 50 tools. Above 40, models choose less accurately.
- Minor: The server's instructions are 4677 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

- `market_request_rematch_withdraw`: 47 / 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: request_id. Name the tool or the place that returns it, or models look it up first.
- `job_status`: 50 / 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.
- `contribute_receipts`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `contribute_submissions`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `oracle_deregister`: 52 / 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: wallet_id. Name the tool or the place that returns it, or models look it up first.
- `entity_history`: 55 / 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: id. Name the tool or the place that returns it, or models look it up first.
- `entity_state`: 55 / 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: id. Name the tool or the place that returns it, or models look it up first.
- `look_through`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `market_request_rematch`: 55 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.
- `trade_settlement`: 55 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: match_id. Name the tool or the place that returns it, or models look it up first.
- `wallet_transfer`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `contribute_stats`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `joules_balance`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `ledger_verify`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `map_viewport`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `receipts_me`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `contribute_relations`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `entity_change`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `market_accept`: 58 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: match_id. Name the tool or the place that returns it, or models look it up first.
- `market_provide`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `oracle_assess`: 58 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: match_id. Name the tool or the place that returns it, or models look it up first.
- `oracle_assignments`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `verify_proof`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `billing_attempts`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `company_profile`: 60 / 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: id. Name the tool or the place that returns it, or models look it up first.
- `deposit_brief`: 60 / 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: id. Name the tool or the place that returns it, or models look it up first.
- `funding_prepare`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `funding_status`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `look_from`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `site_reconstruction`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `market_match`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `balance_proof`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `bridge_proof`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `market_listings`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `place_index`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
- `relationships`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `market_quote`: 63 / 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: request_id. Name the tool or the place that returns it, or models look it up first.
- `nearby`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `oracle_register`: 63 / 100
- `deposit`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `signals`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `transparency_latest`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `billing_quote`: 68 / 100
- `market_request`: 68 / 100
- `company`: 70 / 100
- `joules_deficit`: 70 / 100
  - Major: Says nothing about when to use it, or when not to.
- `deposits`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `look_at`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `tool_guide`: 72 / 100
- `company_search`: 75 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.

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