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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.

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Products and platforms:

  • Otari.ai: A centralized control plane for LLM operations
  • Octonous: Make AI useful for your everyday work

What we're working on:

  • 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.

Latest news

Popular repositories Loading

  1. llamafile llamafile Public

    Distribute and run LLMs with a single file.

    C++ 26.3k 1.7k

  2. any-llm any-llm Public

    Communicate with an LLM provider using a single interface

    Python 2.2k 236

  3. cq cq Public

    An open standard for shared agent learning. Agents persist, share, and query collective knowledge so they stop rediscovering the same failures independently.

    Go 1.3k 69

  4. any-agent any-agent Public

    A single interface to use and evaluate different agent frameworks

    Python 1.2k 104

  5. otari otari Public

    Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.

    Python 524 65

  6. lumigator lumigator Public archive

    Source code for Mozilla.ai's Lumigator platform

    Python 282 29

Repositories

Showing 10 of 87 repositories
  • otari Public

    Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.

    mozilla-ai/otari's past year of commit activity
    Python 524 Apache-2.0 65 269 (1 issue needs help) 47 Updated Oct 16, 2026
  • hackathon-search-example Public

    Minimal python code showing a barebones AI search assistant tool running with llamafile, exa MCP, and any-agent.

    mozilla-ai/hackathon-search-example's past year of commit activity
    Python 1 Apache-2.0 1 0 5 Updated Oct 16, 2026
  • any-guardrail Public

    Giving researchers and practitioners an easy way to switch between guardrails.

    mozilla-ai/any-guardrail's past year of commit activity
    Python 125 Apache-2.0 21 14 4 Updated Oct 16, 2026
  • any-llm-go Public

    any-llm go

    mozilla-ai/any-llm-go's past year of commit activity
    Go 158 Apache-2.0 21 6 17 Updated Oct 16, 2026
  • mcpd Public

    Declaratively define and run required tools across environments, from local development to containerized cloud deployments.

    mozilla-ai/mcpd's past year of commit activity
    Go 184 Apache-2.0 25 30 6 Updated Oct 15, 2026
  • apron-auth Public

    Stateless OAuth protocol library — auth URL building, PKCE, code exchange, token refresh, revocation, scope parsing.

    mozilla-ai/apron-auth's past year of commit activity
    Python 3 Apache-2.0 4 28 2 Updated Oct 15, 2026
  • mozilla-ai/otari-sdk-rust's past year of commit activity
    Rust 4 Apache-2.0 1 3 3 Updated Oct 15, 2026
  • otari-sdk-ts Public
    mozilla-ai/otari-sdk-ts's past year of commit activity
    TypeScript 2 Apache-2.0 1 2 2 Updated Oct 15, 2026
  • otari-sdk-go Public
    mozilla-ai/otari-sdk-go's past year of commit activity
    Go 3 Apache-2.0 0 1 1 Updated Oct 15, 2026
  • mozilla-ai/otari-sdk-python's past year of commit activity
    Python 2 Apache-2.0 1 1 6 Updated Oct 15, 2026

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