AnvaiOps
The control plane
for AI agents
Who the agent is and what it may do. What happened before. What it cost. Whether you can prove any of it. Those are the four things you have to answer to run an agent in production, and AnvaiOps answers them over one engine — the open-source ProximaDB context engine — so identity, memory, metering and evidence read the same records instead of four tools that disagree. Each face below carries its own maturity, stated plainly.
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Four questions, one engine
An agent you can actually run in production needs all four answers, and they have to agree with each other. That is the whole reason these are one product and not four: the identity that authorizes a call, the memory it reads, the meter that prices it, and the evidence that proves it happened are the same event seen four ways. Below is exactly what each one is today.
Anvai Identity 🔒 Source preview
An OIDC identity provider with passkey-first administration, available as a source preview for single-organization Linux evaluation, with published limitations. Not hosted, and not a multi-tenant service.
Request access →AnvaiOps MCP Open source
An open-source MCP server that gives agents provenance-rich incident memory — every answer carries where it came from — with a reproducible end-to-end demo you can run yourself.
View on GitHub →Sandhi Open source
An open-source AI usage gateway that meters and attributes every model call made behind a shared key. Drop-in for the OpenAI, Anthropic and Gemini SDKs, so attribution costs you no application changes.
View on GitHub →dq-kernel Open source
An open-source Spark engine that produces exact-arithmetic, digest-bound evidence reports. Nothing asks you to take our word for it: the digests are the point, and you verify them yourself.
View on GitHub →Underneath all four: ProximaDB
An Apache-2.0 Rust context engine, v0.5.1, doing single-node vector retrieval under a published support contract. One engine under four faces is what keeps their answers consistent — and it is open, so you can read it before you trust it. View ProximaDB on GitHub →
Tools alongside, not pillars: SentinelPass (v0.19.1), a credential manager, and AgentBrowser (v1.33.1, installable from our Homebrew tap), a browser agents can drive. Both are shipped and public; neither is part of the control plane.