Symbioza

dev.symbiozav1.0.0Updated Sep 29, 2026

Run a GPU job under a hard dollar cap and collect the files it writes.

VerifiedStreamable HTTPWeb executableAI & MLCloud & Infrastructure

Overview

AI-generated overview

Runs GPU jobs under a hard dollar cap and collects the files the job writes.

What it does
Symbioza is a remote MCP endpoint that lets an assistant launch a GPU job with a spending limit set in dollars, then retrieve the files the job produces. The registry description states its purpose as running a GPU job under a hard dollar cap and collecting the files it writes. No tool list is published in the manifest, so the exact tool names and parameters are not documented here.
When to use it
Worth considering when an assistant needs to execute GPU compute that is not available locally and the cost must be bounded in advance. It suits one-off batch jobs whose outputs are files to be collected afterwards.
Requirements
A remote MCP client that supports streamable HTTP, connecting to the endpoint at symbioza.dev. No authentication, environment variables, or headers are declared in the manifest, and no local package or runtime is required.
Before you install
The service spends real money on GPU compute; the dollar cap is the main safeguard and should be set deliberately. Jobs write files that are returned to the assistant, so review what is produced before using it. No authentication is declared, so consider what data the job inputs may expose to a third-party service.

Installation

In SourceWeft

  1. Open Symbioza in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "symbioza": {
      "type": "http",
      "url": "https://symbioza.dev/mcp"
    }
  }
}

Tools

0
Tool metadata has not been indexed yet.

Version history

1
  1. v1.0.0LatestSep 29, 2026