INDIVIDUAL MCP TOOL
match_workload
The routing DECISION: describe a job (a model, size, or GPU need) and get the ranked, reasoned recommendation for the cheapest place to run it across the live market, with the required VRAM, GPU count, effective $/hr, and how much cheaper it is than a hyperscaler.
LIVE ENDPOINT
https://fastgpu.co/api/mcp
Connect to this endpoint to inspect the live schema for match_workload 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
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.fastgpu]
url = "https://fastgpu.co/api/mcp"
enabled = true
Claude Code
.mcp.json
{
"mcpServers": {
"fastgpu": {
"type": "http",
"url": "https://fastgpu.co/api/mcp"
}
}
}
Claude Desktop
Settings → Connectors → Add custom connector
Name: fastgpu
Remote MCP URL: https://fastgpu.co/api/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": {
"fastgpu": {
"url": "https://fastgpu.co/api/mcp"
}
}
}
Visual Studio Code
.vscode/mcp.json
Add to Visual Studio Code{
"servers": {
"fastgpu": {
"type": "http",
"url": "https://fastgpu.co/api/mcp"
}
}
}
Generic MCP
Client-specific MCP configuration
{
"name": "fastgpu",
"transport": "streamable-http",
"url": "https://fastgpu.co/api/mcp"
}
MCP Inspector
Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.
Related tools
list_gpu_prices— One entry per GPU model with the current cheapest live rental price across the whole market (RunPod, Vast.