Kubrick Studio
An open-source AI agent workflow tool that supports the MCP protocol and uses a large language model as its core reasoning engine. It integrates multiple model access options including Deep Infra, OpenRouter, and Ollama, and is used for prompt rewriting, image captioning, and tool invocation in image and video generation tasks.
Timeline (last 90 days)
Kubrick Studio is an open-source application whose core capability is using a language model as a 'brain' for three types of tasks: rewriting prompts, describing images, and driving agents to execute tool calls.
Kubrick Studio centralizes all language model connections under the 'remote → language models' entry, integrating five access options including Deep Infra, OpenRouter, Ollama, and self-hosted compatible endpoints.
Kubrick Studio supports the MCP protocol, allowing any agent already connected to the MCP ecosystem to switch to it seamlessly without rewriting workflow logic.
When accessed via Deep Infra, models run on Deep Infra's servers without occupying local GPU VRAM, users pay only for actual usage, and approximately 100 models are available after connecting.
Ollama runs language models on the user's own GPU, is free and private, keeps local model data on the user's computer, requires no API key to connect to Kubrick Studio, and automatically recognizes already-downloaded models.
Kubrick Studio's benchmark feature uses fake tools (which do not actually generate content) to run complete tests on models; an application requires three runs for a model before adopting its score, and results are aggregated at bench.kubrick.studio.
DeepSeek v4 flash missed only one item in Kubrick Studio's agent test suite.
Kubrick Studio's scores are not a pass/fail threshold but tell users how much manual intervention is needed, and the tests only cover the agent stage, not prompt rewriting or image description.
Kubrick Studio displays the price before running paid models; in the demo, generating a dragon clip was priced at five cents, while the agent's own call cost was less than one cent.
MCP-compatible agents such as Claude Code, Codex, and Anti-Gravity can be configured to connect to Kubrick Studio from a GitHub address, while Claude Desktop requires manually downloading an extension and dragging it into settings.
All Facts (10)
Kubrick Studio is an open-source application whose core capability is using a language model as a 'brain' for three types of tasks: rewriting prompts, describing images, and driving agents to execute tool calls.
50%UnverifiedKubrick Studio centralizes all language model connections under the 'remote → language models' entry, integrating five access options including Deep Infra, OpenRouter, Ollama, and self-hosted compatible endpoints.
50%UnverifiedKubrick Studio supports the MCP protocol, allowing any agent already connected to the MCP ecosystem to switch to it seamlessly without rewriting workflow logic.
50%UnverifiedWhen accessed via Deep Infra, models run on Deep Infra's servers without occupying local GPU VRAM, users pay only for actual usage, and approximately 100 models are available after connecting.
50%UnverifiedOllama runs language models on the user's own GPU, is free and private, keeps local model data on the user's computer, requires no API key to connect to Kubrick Studio, and automatically recognizes already-downloaded models.
50%UnverifiedKubrick Studio's benchmark feature uses fake tools (which do not actually generate content) to run complete tests on models; an application requires three runs for a model before adopting its score, and results are aggregated at bench.kubrick.studio.
50%UnverifiedDeepSeek v4 flash missed only one item in Kubrick Studio's agent test suite.
50%UnverifiedKubrick Studio's scores are not a pass/fail threshold but tell users how much manual intervention is needed, and the tests only cover the agent stage, not prompt rewriting or image description.
50%UnverifiedKubrick Studio displays the price before running paid models; in the demo, generating a dragon clip was priced at five cents, while the agent's own call cost was less than one cent.
50%UnverifiedMCP-compatible agents such as Claude Code, Codex, and Anti-Gravity can be configured to connect to Kubrick Studio from a GitHub address, while Claude Desktop requires manually downloading an extension and dragging it into settings.
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