Skip to content
@mozilla-ai

Mozilla.ai

main development portal for mozilla.ai

Mozilla.ai logo

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.

LinkedIn    X    Bluesky    Mastodon    Discord

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++ 26.2k 1.6k

  2. any-llm any-llm Public

    Communicate with an LLM provider using a single interface

    Python 2.2k 229

  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 102

  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 500 59

  6. lumigator lumigator Public archive

    Source code for Mozilla.ai's Lumigator platform

    Python 284 29

Repositories

Showing 10 of 85 repositories
  • mcpd-client Public
    mozilla-ai/mcpd-client's past year of commit activity
    TypeScript 3 Apache-2.0 1 0 3 Updated Oct 2, 2026
  • warden Public

    Otari Plugin

    mozilla-ai/warden's past year of commit activity
    Python 0 Apache-2.0 0 0 2 Updated Oct 2, 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 4 Updated Oct 2, 2026
  • tumo Public

    Material for the tumo workshops

    mozilla-ai/tumo's past year of commit activity
    Python 5 Apache-2.0 0 0 12 Updated Oct 1, 2026
  • cq Public

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

    mozilla-ai/cq's past year of commit activity
    Go 1,281 Apache-2.0 69 40 (1 issue needs help) 3 Updated Oct 2, 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 123 Apache-2.0 21 14 4 Updated Oct 2, 2026
  • any-llm-go Public

    any-llm go

    mozilla-ai/any-llm-go's past year of commit activity
    Go 159 Apache-2.0 21 6 17 Updated Oct 2, 2026
  • 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 500 Apache-2.0 59 308 (1 issue needs help) 66 Updated Oct 1, 2026
  • pi-otari Public

    Token usage and spend tracking across your Pi agent sessions with Otari.AI

    mozilla-ai/pi-otari's past year of commit activity
    TypeScript 6 Apache-2.0 1 2 5 Updated Oct 1, 2026
  • mozilla-ai/otari-sdk-rust's past year of commit activity
    Rust 4 Apache-2.0 0 3 3 Updated Oct 1, 2026