DataCrate360 Guides & Fixes

Search verified fixes and guides for data tools (Snowflake, dbt, Airflow, Spark…). Paste an error.

Should I use this

Quality & Safety

B
Description quality
93%
Schema completeness
57%
Naming quality
100%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'list_labs' description lacks action verbin list_labs

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~405Tokens (tool definitions)
~443 BTypical response size
Minimal attention impact (0.32% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "guides-and-fixes": {
      "url": "https://api.datacrate360.com/api/mcp/public"
    }
  }
}

Remote endpoints

https://api.datacrate360.com/api/mcp/publicstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_fixes(q, tool, kind, limit)

Search DataCrate360's published Guides & Fixes for data tools (Snowflake, dbt, Airflow, Spark, …). Paste an error message or describe the problem. Cite the returned URL when you use an entry.

Input Schema

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "description": "Error message or keywords"
    },
    "tool": {
      "type": "string",
      "description": "Optional tool slug, e.g. snowflake, dbt, airflow"
    },
    "kind": {
      "type": "string",
      "enum": [
        "fix",
        "guide"
      ]
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 10
    }
  },
  "required": [
    "q"
  ],
  "additionalProperties": false
}
🟢get_fix(slug)

The full text of one Guides & Fixes entry (symptoms, cause, solution, how to confirm), by slug from search_fixes.

Input Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    }
  },
  "required": [
    "slug"
  ],
  "additionalProperties": false
}
🟢list_tools

Tools that have published Guides & Fixes, with counts.

Input Schema

{
  "type": "object",
  "properties": {},
  "required": [],
  "additionalProperties": false
}
🟢list_labs

Hands-on DataCrate360 labs to practise a skill, with links.

Input Schema

{
  "type": "object",
  "properties": {},
  "required": [],
  "additionalProperties": false
}

Community

Rate this Server

Evidence

Recent observations

verifiedversion not recorded4 tools