# com.brainonbnb/bobai: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.brainonbnb%2Fbobai/versions/latest)
- Connected to: https://brainonbnb.com/mcp
- Homepage: https://brainonbnb.com/
- Scoring rules: v2
- Tools: 30
- Average: 58.6 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how com.brainonbnb/bobai'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: 30 tools. Above 25, models start to tell tools apart less well.

## Tools

- `pancakeswap_position_look`: 41 / 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.
- `bnb_agent_census`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `bobai_dex_info`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `bobai_nft_drop`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `pancakeswap_fee_tiers`: 49 / 100
  - Minor: Says nothing about what it returns.
- `bnb_agent_employment`: 54 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `bobai_activity`: 54 / 100
  - Minor: Says nothing about what it returns.
- `bobai_liquidity`: 54 / 100
  - Minor: Says nothing about what it returns.
- `bobai_price`: 54 / 100
  - Minor: Says nothing about what it returns.
- `bobai_smart_money`: 54 / 100
  - Minor: Says nothing about what it returns.
- `bobai_token_info`: 54 / 100
  - Minor: Says nothing about what it returns.
- `bobai_tokenomics`: 54 / 100
  - Minor: Says nothing about what it returns.
- `bobai_wallet_balance`: 54 / 100
  - Minor: Says nothing about what it returns.
- `find_agents_on_bnb_chain`: 54 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `bnb_agents_by_evidence`: 56 / 100
- `pancakeswap_range_plan`: 56 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `bsc_rug_watch`: 57 / 100
  - Minor: Says nothing about what it returns.
- `bobai_links`: 59 / 100
  - Minor: Says nothing about what it returns.
- `erc8183_escrow_status`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `plaza_board_read`: 59 / 100
  - Minor: Arguments without a description: status.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `bobai_guide`: 62 / 100
  - Minor: Says nothing about what it returns.
- `pancakeswap_best_route`: 64 / 100
- `plaza_board_post`: 65 / 100
  - Major: Arguments without a description: action, agent, thread, type, status, to, title, body, signer, signature.
  - Minor: String arguments with no constraint or example: agent, thread, type, status, to, title, body, signer, signature.
- `bobai_burned`: 66 / 100
- `bobai_purchase_guide`: 66 / 100
- `bnb_fix_lookup`: 69 / 100
- `bnb_agent_chart`: 71 / 100
  - 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.
- `bobai_circulating_supply`: 71 / 100
- `bsc_token_preflight`: 72 / 100
  - Minor: The description is long (475 words). It helps selection but costs steps and tokens.
- `bsc_pool_scan`: 82 / 100
  - Minor: The description is long (503 words). It helps selection but costs steps and tokens.

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