# ViralCat (com.viral-cat/viral-cat): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.viral-cat%2Fviral-cat/versions/latest)
- Connected to: https://viral-cat.com/api/mcp/mcp
- Homepage: https://viral-cat.com/
- Scoring rules: v2
- Tools: 21
- Average: 57.4 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how ViralCat (com.viral-cat/viral-cat)'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: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `campaign_summary`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: brand_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `schedule_post`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: brand_id, platform, caption.
  - Minor: Says nothing about what it returns.
- `reschedule_post`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: post_id. Name the tool or the place that returns it, or models look it up first.
- `post_performance`: 46 / 100
  - Major: Arguments without a description: brand_id, platform, days.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `update_brand`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: brand_id, website_url.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: brand_id. Name the tool or the place that returns it, or models look it up first.
- `content_queue`: 47 / 100
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `cancel_post`: 50 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: post_id. Name the tool or the place that returns it, or models look it up first.
- `retry_failed_posts`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
- `create_brand`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: description, website_url.
- `upload_media`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `create_draft`: 56 / 100
  - Minor: Arguments without a description: brand_id.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: brand_id. Name the tool or the place that returns it, or models look it up first.
- `diagnose_failures`: 57 / 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.
- `refresh_post_metrics`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_pipeline_summary`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_posts`: 62 / 100
  - Minor: Arguments without a description: status, limit.
  - Minor: No `required` list, so every argument is optional.
- `get_brand_details`: 65 / 100
  - Minor: Arguments without a description: brand_id.
  - Minor: Required identifiers whose description does not say where the value comes from: brand_id. Name the tool or the place that returns it, or models look it up first.
- `list_connections`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `list_brands`: 70 / 100
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
- `create_media_upload`: 75 / 100
- `preflight_check`: 77 / 100
  - Minor: No `required` list, so every argument is optional.
- `reconnect_platform`: 82 / 100

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