What is the key difference between SAGE — Solver Augmented Grounding Engine and FTX MCP — FactoryTalk Optix MCP Server?

SAGE — Solver Augmented Grounding Engine belongs to the Developer Tools category with local stdio execution, while FTX MCP — FactoryTalk Optix MCP Server belongs to the Developer Tools category with local stdio execution.

How do I install SAGE — Solver Augmented Grounding Engine or FTX MCP — FactoryTalk Optix MCP Server 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 SAGE — Solver Augmented Grounding Engine and FTX MCP — FactoryTalk Optix MCP Server free or paid?

SAGE — Solver Augmented Grounding Engine operates under a Free / Open Source model (No auth required). FTX MCP — FactoryTalk Optix MCP Server operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

SAGE — Solver Augmented Grounding Engine lists 7 tools with 0 views and 0 GitHub stars. FTX MCP — FactoryTalk Optix MCP Server lists 0 tools with 1 views and 11 GitHub stars.

Can I use both SAGE — Solver Augmented Grounding Engine and FTX MCP — FactoryTalk Optix MCP Server 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.

SAGE — Solver Augment… vs FTX MCP — FactoryTalk…

SAGE — Solver Augment… vs FTX MCP — FactoryTalk… | AllMCPs

Feature & Specification Comparison

Specification	S SAGE — Solver Augmented Grounding Engine Developer Tools	FTX MCP — FactoryTalk Optix MCP Server Developer Tools
Summary	LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.	MCP server for FactoryTalk Optix: author, preview, and verify Studio changes via the emulator.
Category & Scope	Developer Tools	Developer Tools
Quality signal	47/100 (Fair)	44/100 (Fair)
Transport Protocol	Local Subprocess (stdio)	Local Subprocess (stdio)
Auth Requirement	No auth required	No auth required
Pricing Model	Free / Open Source	Free / Open Source
Required Env Vars	None required	None required
Compatible Clients	Claude DesktopCursorWindsurfClineVS Code	Claude DesktopCursorWindsurfClineVS Code
Install path signal	`uvx · high`	`npx · high`
Engagement & Health	0 views 0 copies 0 upvotes 0 stars	1 views 0 copies 0 upvotes 11 stars
Verified / Official	Community Listing	Community Listing
Open full listing	View SAGE — Solver Augmented Grounding Engine Listing	View FTX MCP — FactoryTalk Optix MCP Server Listing

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).

SAGE — Solver Augmented Grounding Engine Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "sage-solver-augmented-grounding-engine": {
      "command": "uvx",
      "args": [
        "sage-solver-mcp"
      ]
    }
  }
}

FTX MCP — FactoryTalk Optix MCP Server Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "ftx-mcp-factorytalk-optix-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote"
      ]
    }
  }
}

SAGE — Solver Augmented Grounding Engine vs FTX MCP — FactoryTalk Optix MCP Server

At a Glance & Executive Verdict

Which MCP Server Should You Choose?

Choose SAGE — Solver Augmented Grounding Engine when:

Choose FTX MCP — FactoryTalk Optix MCP Server when:

Feature & Specification Comparison

Tools & Capabilities Breakdown

SAGE — Solver Augmented Grounding Engine Tools (7)

FTX MCP — FactoryTalk Optix MCP Server Tools (0)

Ready-to-Paste Client Configurations

Frequently Asked Questions

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