# Zambo (dev.zambo/zambo): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/dev.zambo%2Fzambo/versions/latest)
- Connected to: https://zambo.dev/mcp
- Homepage: https://zambo.dev/
- Repository: https://github.com/zambodotdev/zambo-mcp
- Scoring rules: v2
- Tools: 36
- Average: 62.6 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Zambo (dev.zambo/zambo)'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: 36 tools. Above 25, models start to tell tools apart less well.

## Tools

- `continuity_list_threads`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: session_id.
  - Minor: No `required` list, so every argument is optional.
- `day_pass_redeem`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: token, unlock_link, url.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `zambo_home`: 52 / 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.
- `continuity_start_thread`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: session_id.
- `handover_status`: 54 / 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.
- `pass_status`: 55 / 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.
- `continuity_set_prefs`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: session_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `continuity_get_recent`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: session_id.
  - Minor: No `required` list, so every argument is optional.
- `continuity_open_thread`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: session_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `memory_recall`: 58 / 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: _session_id. Name the tool or the place that returns it, or models look it up first.
- `memory_remember`: 58 / 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: _session_id. Name the tool or the place that returns it, or models look it up first.
- `spend_limit_status`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: _session_id. Name the tool or the place that returns it, or models look it up first.
- `ghost_audit_report`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `spend_limit_set`: 61 / 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: _session_id. Name the tool or the place that returns it, or models look it up first.
- `handover_list`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: _session_id. Name the tool or the place that returns it, or models look it up first.
- `journal_log`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: started_at, completed_at.
  - 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.
- `new_session`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `day_pass_activate`: 63 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `handover_accept`: 63 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `day_pass_status`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `ghost_audit_status`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `capability_search`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `provibe_audit`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `workflow_seal`: 65 / 100
  - Minor: Arguments without a description: branding.display_name, branding.logo_asset_id.
  - Minor: Required identifiers whose description does not say where the value comes from: _session_id. Name the tool or the place that returns it, or models look it up first.
- `ghost_audit_site`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
- `leadsignal`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
- `scam_check`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `credithunt`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `day_pass_checkout_link`: 68 / 100
- `handover`: 68 / 100
  - Minor: Arguments without a description: sources[].ref, step_sources[].receipt_id, step_sources[].sources, step_sources[].sources[].ref, step_areas[].receipt_id, step_areas[].area, client_prefs.no_ai_for, deliverables[].name, deliverables[].url, deliverables[].content, deliverables[].sha256, payment.method, payment.network, payment.tx_hash, payment.settlement_ref, payment.amount, payment.asset, payment.payTo, redact.auto_pii, redact.fields, redact.mode, branding.name, branding.logo_url, branding.accent.
  - Minor: String arguments with no constraint or example: payment.method.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument redact.auto_pii is unclear.
- `live_price`: 68 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `activity_today`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `prompt_shield`: 71 / 100
- `zambo_universal`: 71 / 100
- `workflow_close`: 78 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: _session_id. Name the tool or the place that returns it, or models look it up first.
- `pdf_extract`: 79 / 100

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