Mozilla.ai

We’re building a future where AI works for you.

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:

• any-llm.ai: Simplified Management and Analytics for all your LLM Providers
• Octonous: Make AI Useful For Your Everyday Work

What we're working on:

• 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.

Latest news

• The Hardest Part of Running a Small Business in the Trades (Mar 27, 2026)
• Hardening Your LLM Dependency Supply Chain (Mar 25, 2026)
• cq: Stack Overflow for Agents (Mar 23, 2026)
• llamafile Reloaded: What’s New in v0.10.0 (Mar 19, 2026)
• When Shipping Becomes Too Easy (Mar 17, 2026)