# Liquid Agent (ai.liquidagent.api/liquid-agent): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.liquidagent.api%2Fliquid-agent/versions/latest)
- Connected to: https://api.liquidagent.ai/mcp
- Homepage: https://api.liquidagent.ai/
- Repository: https://github.com/LiquidAgent/liquidagentx402
- Scoring rules: v2
- Tools: 37
- Average: 62.4 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how Liquid Agent (ai.liquidagent.api/liquid-agent)'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: 37 tools. Above 25, models start to tell tools apart less well.

## Tools

- `gas_batch_preflight`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: calls[].to, calls[].from, calls[].data, calls[].value.
  - Minor: String arguments with no constraint or example: calls[].data, calls[].value.
- `leads_enrich`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: records[].domain, records[].phone.
  - Minor: The description mentions none of its 3 or more arguments.
- `bridge_status`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `gas_decode`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `shop_info`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `stocks_portfolio`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `stocks_vault`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `x402_check`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `bridge_routes`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `liquid_guide`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `stocks_basket`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `bridge_referral_earnings`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `cctp_status`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `usdc_balances`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `gas_preflight`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `stocks_signals_prepare`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `gas_sponsor_info`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `polymarket_price_to_beat`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `chain_logs`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: fromBlock.
  - Minor: The description mentions none of its 3 or more arguments.
- `leads_tech`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `polymarket_prepare`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `stocks_publish_prepare`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `leads_count`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `stocks_signals`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `stocks_buy_quote`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `leads_lookup`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `bridge_quote`: 68 / 100
  - Major: Says nothing about when to use it, or when not to.
- `shop_search`: 69 / 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.
- `leads_search`: 70 / 100
- `payment_readiness`: 70 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `stocks_rebalance`: 70 / 100
- `stocks_sell`: 70 / 100
- `stocks_send`: 70 / 100
- `bridge_prepare_payment`: 75 / 100
  - Major: Says nothing about when to use it, or when not to.
- `stocks_set_weights`: 75 / 100
- `stocks_create_vault`: 77 / 100
- `stocks_buy`: 80 / 100

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