A DAO building open AI protocols & infrastructure

An Internet of Sovereign Minds

Anda is a decentralized collective designing the open protocols and infrastructure for AI agents that remember, prove who they are, and evolve - a new nervous system for the agentic web.

Explore the stack Read the KIP spec

Persistent memory Verifiable identity Decentralized Open source

Anda.ai stewards the protocols and infrastructure. Products such as Anda Brain and Anda Bot are built on top by Yiwen.AI.

What is Anda

Not a product company. A protocol commons.

Anda.ai is a DAO. We don't ship the apps - we build and steward the open, decentralized foundations anyone can build on. The applications live on top, in the open.

Protocols

Open standards for agent memory (KIP) and agent interoperability (Agent Protocols) - the languages agents speak.

Infrastructure

The Anda runtime and Anda DB: a Rust foundation for sovereign, verifiable, memory-centric agents.

Products

Anda Brain and Anda Bot - real applications built on the Anda stack by Yiwen.AI.

Open protocols

The languages agents speak

Two open specifications turn isolated models into a connected, remembering, accountable network of minds.

KIP

Spec v1.0 - RC9

Knowledge Interaction Protocol · Memory for AI agents

An open standard for the dialogue between a stateless LLM and a persistent, auditable knowledge graph. The model thinks; the graph remembers; KIP is the language between them.

Graph-native memory - concepts, propositions, and facts about facts
Three instruction sets: KQL (query), KML (learn), META (introspect)
Provenance, confidence and history on every assertion
Sleep-cycle maintenance: consolidate, decay, forget by design

KIP on GitHub

Knowledge Manipulation Language

UPSERT {
  CONCEPT ?dark_mode {
    {type: "Preference", name: "Dark Mode"}
    SET ATTRIBUTES { description: "Prefers dark UI themes" }
  }
  CONCEPT ?alice {
    {type: "Person", name: "Alice"}
    SET PROPOSITIONS { ("prefers", ?dark_mode) }
  }
}
WITH METADATA {
  source: "chat:2026-06-11",
  author: "$self",
  confidence: 0.95
}

Agent Protocols

Interoperability for autonomous agents

An open specification suite so independent agents can identify, describe, and talk to each other - without a central platform owning the conversation.

SDKs in Rust, TypeScript, and Python

Agent Protocols on GitHub

Agent Identity

did:agent identifiers, Ed25519 keys, and signed event envelopes.

Agent Profile

Portable profiles for names, capabilities, and service endpoints.

Agent Discourse

Lifecycle-bounded rooms for verifiable multi-agent discussion.

Infrastructure

Sovereign by design

Production-grade Rust foundations for agents that own their identity and their memory.

Anda

Agent runtime

A composable Rust framework for building autonomous, multi-agent systems with cryptographic identity and confidential execution.

On-chain ICP identity
Composable tools & skills
TEE-ready, privacy first
Multi-agent orchestration

github.com/ldclabs/anda

Anda DB

Cognitive nexus

The embedded database that powers agent memory: a KIP-native knowledge graph with hybrid retrieval, written in Rust.

Graph + vector + BM25 + HNSW
KIP-native cognitive nexus
Multimodal data
Pluggable, encrypted storage

github.com/ldclabs/anda-db

How it fits together

One stack, four layers

From a decentralized foundation up to the products you can use today.

Products

Applications

Anda BrainAnda Bot

Infrastructure

Runtime & memory

Anda runtimeAnda DB

Protocols

Open standards

KIPAgent Protocols

Foundation

Decentralized & open

Internet ComputerTEEEd25519 identity

Built on Anda

The stack, put to work

Applications engineered by Yiwen.AI on Anda's open foundation.

The standalone "Anda AI" app is paused. Meet its successor, Anda Bot.

Anda Brain

Autonomous graph memory

A self-evolving memory service that gives any agent a living knowledge graph - encode, recall, and consolidate, with no graph queries required.

Learn more

★ Recommended

Anda Bot

Your agent on the open stack

An AI agent built on KIP and Anda Brain - it remembers you across sessions and acts on your behalf. The successor to the Anda AI app.

Try Anda Bot

For developers

Start building in minutes

Everything is open source under permissive licenses. Run a brain, bootstrap it, connect your agent.

Run a Cognitive Nexus

Spin up the KIP server, or embed Anda DB directly via the Rust or Python bindings.

Bootstrap the mind

Load the Genesis capsule and core types - the graph then describes itself.

Connect your agent

Speak KIP over JSON-RPC, or front it with the Brain layer and any MCP client.

KIP Agent Protocols Anda Anda DB

quickstart.sh

# 1 - Run a Cognitive Nexus (KIP over JSON-RPC)
cargo install anda_cognitive_nexus_server
anda_cognitive_nexus_server --db ./data

# 2 - Bootstrap the mind
kip load capsules/Genesis.kip

# 3 - Recall before you answer
curl -sX POST http://localhost:8080/kip \
  -d '{ "command": "FIND(?x){ (?x,\"prefers\",?y) }" }'

Built in the open

Join the collective

Anda is developed openly by LDC Labs and the ICPanda DAO. Come build the agentic web with us.