# io.github.gosadu/loophole-tape: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.gosadu%2Floophole-tape/versions/latest)
- Connected to: https://api.loopholetape.com/mcp
- Homepage: https://api.loopholetape.com/
- Repository: https://github.com/gosadu/loophole-tape
- Scoring rules: v2
- Tools: 34
- Average: 66.7 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how io.github.gosadu/loophole-tape'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: 34 tools. Above 25, models start to tell tools apart less well.
- Minor: The server's instructions are 5670 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

- `pumpfun_recent_launches`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument exclude_mayhem is unclear.
- `recent_graduations`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
- `recent_rugs`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
- `catalog`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `mint_holders`: 60 / 100
- `mint_outcome_batch`: 60 / 100
- `check_pumpfun_risk`: 62 / 100
- `rhc_recent_launches`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
- `buy_trial_key`: 65 / 100
- `check_batch_risk`: 65 / 100
- `check_coverage`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `creator_reputation`: 65 / 100
- `health`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `launches_screened`: 65 / 100
  - Minor: No `required` list, so every argument is optional.
- `market_regime`: 65 / 100
- `mint_outcome`: 65 / 100
- `rhc_curve_trades`: 65 / 100
- `rhc_regime`: 65 / 100
- `sample_mint`: 65 / 100
- `verdict`: 65 / 100
- `check_watchlist_risk`: 68 / 100
- `new_launches_free`: 68 / 100
- `token_check`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `buy_api_key`: 70 / 100
- `mint_flow`: 70 / 100
- `rhc_curve_card`: 70 / 100
- `subscribe_alerts`: 70 / 100
- `wallet_profile`: 70 / 100
- `watchlist_updates`: 70 / 100
- `mint_risk_card`: 73 / 100
- `launches_since`: 75 / 100
  - Minor: No `required` list, so every argument is optional.
- `swap_build_checked`: 79 / 100
- `rhc_swap_build_checked`: 80 / 100
- `buy_dataset`: 82 / 100

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