What is the key difference between Soilgrids and Civitai?

Soilgrids belongs to the Developer Tools category with cloud HTTP/SSE execution, while Civitai belongs to the Developer Tools category with cloud HTTP/SSE execution.

How do I install Soilgrids or Civitai in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Soilgrids and Civitai free or paid?

Soilgrids operates under a Free / Open Source model (No auth required). Civitai operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Soilgrids lists 3 tools with 0 views and 0 GitHub stars. Civitai lists 3 tools with 0 views and 0 GitHub stars.

Can I use both Soilgrids and Civitai together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Soilgrids vs Civitai

In-depth architectural comparison of the Soilgrids and Civitai MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Soilgrids

Developer Tools · Remote HTTP/SSE

Quality: 45/100 (Fair) | Auth: No auth required

Civitai

Developer Tools · Remote HTTP/SSE

Quality: 44/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Soilgrids if you need specialized Developer Tools tools running via a hosted cloud SSE transport. Choose Civitai if your workspace requires Developer Tools integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Soilgrids when:

You need dedicated capabilities in the Developer Tools domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: soil_properties, soil_classification, list_soil_properties.

Explore Soilgrids Details

Choose Civitai when:

You need dedicated capabilities in the Developer Tools domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: search_models, get_model, list_by_type.

Explore Civitai Details

Feature & Specification Comparison

Specification	S Soilgrids Developer Tools	C Civitai Developer Tools
Summary	ISRIC SoilGrids MCP.	Civitai MCP.
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Soilgrids Tools (3)

soil_properties

Get soil property values at any coordinate from ISRIC SoilGrids (250m global grid) — clay/sand/silt %, pH, organic carbon, nitrogen, cation exchange, bulk density, water content. Values are returned in real units (scaled from raw map units). Keyless; the SoilGrids API may take several seconds to re…

soil_classification

Get the World Reference Base (WRB) soil classification at a coordinate from ISRIC SoilGrids — the most probable soil class (e.g. Cambisols, Podzols) plus the top 5 classes with probabilities. Keyless; may take several seconds to respond.

list_soil_properties

List the soil properties available from ISRIC SoilGrids with their names and available depth intervals. Use this to discover valid property codes for soil_properties. Keyless; may take several seconds to respond.

Civitai Tools (3)

search_models

Search Civitai's catalog of community AI image-generation models (Stable Diffusion checkpoints, LoRAs, textual-inversion embeddings, ControlNets) by text query and/or type. Returns download stats, base model (SDXL / Pony / Flux / SD 1.5), creator and trained trigger words. Defaults to Safe-For-Work…

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Soilgrids Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "soilgrids": {
      "url": "https://pipeworx.io"
    }
  }
}

Civitai Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "civitai": {
      "url": "https://pipeworx.io"
    }
  }
}

Frequently Asked Questions

Soilgrids is categorized under Developer Tools and uses a remote streaming HTTP/SSE transport. In contrast, Civitai belongs to Developer Tools using remote streaming HTTP/SSE transport. Select Soilgrids when you need capabilities focused on developer tools and Civitai when you require tools for developer tools.

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