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Mozilla.ai

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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. Distribute and run LLMs with a single file.

    C++ 25k 1.4k

  2. Communicate with an LLM provider using a single interface

    Python 2.1k 179

  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 1.2k 61

  4. A single interface to use and evaluate different agent frameworks

    Python 1.2k 94

  5. Source code for Mozilla.ai's Lumigator platform

    Python 284 29

  6. Testing WASM-powered AI agents

    234 18

Repositories

Showing 10 of 79 repositories

  • otari Public

    This gateway is a standalone service that proxies LLM requests with API key management, budget enforcement, usage tracking, and OpenAI-compatible endpoints.

    mozilla-ai/otari’s past year of commit activity

    Python

    56

    Apache-2.0

    6 14 4

    Updated Jun 19, 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

  • apron-tools Public

    Agent-ready provider API wrappers with typed schemas, OAuth scope mappings, and LLM function-calling definitions.

    mozilla-ai/apron-tools’s past year of commit activity

    Python 0 Apache-2.0

    1 19 0

    Updated Jun 19, 2026

  • mozilla-ai/mcpd-client’s past year of commit activity

    TypeScript

    2

    Apache-2.0

    1 0 2

    Updated Jun 19, 2026

  • mozilla-ai/homebrew-tap’s past year of commit activity

    Ruby

    3

    Apache-2.0

    1 0 0

    Updated Jun 19, 2026

  • mozilla-ai/any-guardrail’s past year of commit activity

  • mozilla-ai/any-llm-go’s past year of commit activity

    Go

    135

    Apache-2.0

    16 5 6

    Updated Jun 19, 2026

  • clawbolt Public

    The AI Assistant that actually does things for the trades

    mozilla-ai/clawbolt’s past year of commit activity

    Python

    95

    Apache-2.0

    8 10 6

    Updated Jun 18, 2026

  • mozilla-ai/otari-anyguardrail-container’s past year of commit activity

    Python 0 0

    1 3

    Updated Jun 18, 2026

  • any-llm Public

    Communicate with an LLM provider using a single interface

    mozilla-ai/any-llm’s past year of commit activity