← xpansion.dev

INDIVIDUAL MCP TOOL

rank

The full shortlist for a job worked out with discover: 5 proven models and 1 promising newcomer, each with its standing on every requirement, plus near misses and what would change the order.

xpansion.devnone authenticationAvailability not checked

LIVE ENDPOINT

https://xfms.xpansion.dev/mcp

No auth detected

Connect to this endpoint to inspect the live schema for rank and invoke it with your own arguments.

Indexed input schema

{}

Risk classification

Inferred read-only · medium confidence · heuristic, not a guarantee.

  • No write-capable action terms were found; this is not proof that invocation has no side effects.

Parent server

xpansion.dev

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.xfms]
url = "https://xfms.xpansion.dev/mcp"
enabled = true
Claude Code

.mcp.json

{
  "mcpServers": {
    "xfms": {
      "type": "http",
      "url": "https://xfms.xpansion.dev/mcp"
    }
  }
}
Claude Desktop

Settings → Connectors → Add custom connector

Name: xfms
Remote MCP URL: https://xfms.xpansion.dev/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "xfms": {
      "url": "https://xfms.xpansion.dev/mcp"
    }
  }
}
Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code
{
  "servers": {
    "xfms": {
      "type": "http",
      "url": "https://xfms.xpansion.dev/mcp"
    }
  }
}
Generic MCP

Client-specific MCP configuration

{
  "name": "xfms",
  "transport": "streamable-http",
  "url": "https://xfms.xpansion.dev/mcp"
}
MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

Related tools

  • pick — The single best proven model for a job worked out with discover, with why and the runners-up.
  • discover — Discovery: finds the true requirements of the person's job before any model is chosen.
  • benchmark — The live test: the 5 proven models and 1 promising newcomer from discovery do the person's real tasks side by side, every requirement is judged, and the results pick the winner.
  • field_results — Results from real comparisons on Model Source for one kind of job (call with no job_type for the list): which models passed, how often, which won, typical cost per task and the most common failure.
  • watch_job — Saves a finished job for XF Model Watch, which re-tests it as new models arrive and emails the person only when a model passes every must-have and ranks higher on their priorities.
  • compare — Same live test as benchmark, but on the models the person names (model_ids).