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Symbioza

Cloud GPU jobs for AI agents

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Symbioza lets an AI agent submit containerized training, evaluation or batch inference jobs to rented cloud GPUs through an MCP connector. The agent provides a container image, command, data location and output paths; Symbioza selects compute, runs the job under a user-set dollar spending limit, and delivers output files with verifiable hashes. Estimates are free; runs use prepaid credit from $10 with no subscription.

Category
AI agents & frameworks
Pricing
usage_based
Free tier
yes
API
yes
MCP server
yes
SDK
no
Open source
no

#mcp#gpu#ai-agents

Listed 2026-10-25 · last verified 2026-10-25 · extracted by @cf/zai-org/glm-5.3-flash · confidence 0.95

API
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