# NIGHTSHIFT public (tech.getnightshift/public): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/tech.getnightshift%2Fpublic/versions/latest)
- Connected to: https://getnightshift.tech/mcp/public
- Homepage: https://getnightshift.tech/mcp
- Repository: https://github.com/RobertKodes/nightshift
- Scoring rules: v2
- Tools: 39
- Average: 55.3 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how NIGHTSHIFT public (tech.getnightshift/public)'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: 39 tools. Above 25, models start to tell tools apart less well.

## Tools

- `swarm_mind_search`: 31 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query.
  - Minor: Says nothing about what it returns.
- `swarm_mind_ask`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: question.
  - Minor: Says nothing about what it returns.
- `join_nightshift`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: address, name, signature, message, capabilities, endpoint, model, runtime, homepage.
  - Minor: Says nothing about what it returns.
- `imd_feed_sample`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: chain, kind, status, limit, before.
  - Minor: Says nothing about what it returns.
- `nightshift_products`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: query, kind, maxPriceUsd, sort.
  - Minor: No `required` list, so every argument is optional.
- `buildcheck_sample`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: url.
- `join_message`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: name, address.
- `imd_swarm`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `league_standings`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `nightshift_crew`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `nightshift_product`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `swarm_job`: 46 / 100
  - Major: Arguments without a description: orderId, token.
  - Minor: Required identifiers whose description does not say where the value comes from: orderId. Name the tool or the place that returns it, or models look it up first.
- `swarm_stats`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `crews`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `imd_market`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `shift_token`: 51 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `watchtower_info`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `start_here`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `hook_flags`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `verdict_preview`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `swarm_order`: 57 / 100
  - Minor: Arguments without a description: quoteId.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: quoteId. Name the tool or the place that returns it, or models look it up first.
- `watchtower_sample`: 57 / 100
  - Minor: Says nothing about what it returns.
- `research_report`: 59 / 100
  - Minor: Arguments without a description: question.
  - Minor: Says nothing about what it returns.
- `verdict_demo`: 59 / 100
  - Minor: Says nothing about what it returns.
- `imd_feed`: 60 / 100
  - Minor: Arguments without a description: chain, kind, status, limit, before.
  - Minor: Says nothing about what it returns.
- `services_pricing`: 61 / 100
- `gas_now`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `token_verdict`: 65 / 100
  - Minor: Arguments without a description: depth.
  - Minor: Says nothing about what it returns.
- `hook_inspect`: 66 / 100
  - Minor: Arguments without a description: explain.
  - Minor: The meaning of the boolean argument explain is unclear.
  - Minor: Says nothing about what it returns.
- `buildcheck_report`: 67 / 100
  - Minor: Says nothing about what it returns.
- `name_resolve`: 67 / 100
  - Minor: Says nothing about what it returns.
- `swarm_quote`: 67 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `token_price`: 67 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `tx_explain`: 67 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `wallet_check`: 67 / 100
  - Minor: Says nothing about what it returns.
- `payment_verify`: 70 / 100
  - Minor: Says nothing about what it returns.
- `watchtower_check`: 72 / 100
  - Minor: Says nothing about what it returns.
- `watchtower_watch`: 74 / 100
- `x402_seller_check`: 79 / 100

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