At mozilla.ai, we believe the next generation of AI solutions should be trustworthy, transparent, and controllable. That’s why we’re creating the infrastructure and products to build intelligent systems that align with your goals.
Products and platforms:
Otari.ai: A centralized control plane for LLM operations
Otari: open source gateway that powers the core of otari.ai. One place to handle LLM routing and budgeting.
any-guardrail: any-guardrail is meant to provide the minimum amount of access necessary to implement the guardrails in your pipeline.
mcpd: requirements.txt for agentic systems. Manage MCP servers and tools with one config.
any-llm: A single interface to use different llm providers.
any-agent: A single interface to use and evaluate different agent frameworks.
cq: An open standard for shared agent learning. Agents persist, share, and query collective knowledge so they stop rediscovering the same failures independently.
clawbolt: Openclaw inspired AI Assistant specifically designed for the trades
llamafile: Distribute and run LLMs with a single file.
encoderfile: Encoderfile packages transformer encoders into a single, self-contained executable.
An open standard for shared agent learning. Agents persist, share, and query collective knowledge so they stop rediscovering the same failures independently.
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