--- title: Mozilla.ai emoji: 🤖 colorFrom: green colorTo: red sdk: static pinned: false ---
We’re building a future where AI works for you. At [mozilla.ai](https://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](https://any-llm.ai): Simplified Management and Analytics for all your LLM Providers - [Octonous](https://octonous.com): Make AI Useful For Your Everyday Work ## What we're working on: - [any-guardrail](https://github.com/mozilla-ai/any-guardrail): any-guardrail is meant to provide the minimum amount of access necessary to implement the guardrails in your pipeline. - [mcpd](https://github.com/mozilla-ai/mcpd): requirements.txt for agentic systems. Manage MCP servers and tools with one config. - [any-llm](https://github.com/mozilla-ai/any-llm): A single interface to use different llm providers. - [any-agent](https://github.com/mozilla-ai/any-agent): A single interface to use and evaluate different agent frameworks. - [cq](https://github.com/mozilla-ai/cq): An open standard for shared agent learning. Agents persist, share, and query collective knowledge so they stop rediscovering the same failures independently. - [clawbolt](https://github.com/mozilla-ai/clawbolt): Openclaw inspired AI Assistant specifically designed for the trades - [llamafile](https://github.com/mozilla-ai/llamafile): Distribute and run LLMs with a single file. - [encoderfile](https://github.com/mozilla-ai/encoderfile): Encoderfile packages transformer encoders into a single, self-contained executable. ## Latest news - [The Hardest Part of Running a Small Business in the Trades](https://blog.mozilla.ai/the-hardest-part-of-running-a-small-business-in-the-trades/) (Mar 27, 2026) - [Hardening Your LLM Dependency Supply Chain](https://blog.mozilla.ai/hardening-your-llm-dependency-supply-chain/) (Mar 25, 2026) - [cq: Stack Overflow for Agents](https://blog.mozilla.ai/cq-stack-overflow-for-agents/) (Mar 23, 2026) - [llamafile Reloaded: What’s New in v0.10.0](https://blog.mozilla.ai/llamafile-reloaded-whats-new-in-v0-10-0/) (Mar 19, 2026) - [When Shipping Becomes Too Easy](https://blog.mozilla.ai/when-shipping-becomes-too-easy/) (Mar 17, 2026)