Clude

Cognitive memory for AI agents. Not just storage — synthesis.

About Clude

What it is

A cognitive memory system. Most memory SDKs store and retrieve. Clude also processes memories over time — decay, consolidation, contradiction resolution, reflection.

• Benchmarked: 1.96% hallucination on HaluMem — next best system: 15.2%. Industry average: ~21%.
• Local-first: SQLite + local embeddings. Zero API keys, zero network, full semantic search offline.
• Hosted: One API key, no infrastructure. npx @clude/sdk register
• Portable memory: export/import in JSON, Markdown, ChatGPT, Claude, and Gemini formats. Your memories move between agents, frameworks, and models.

Cognitive architecture:

• Typed memory with differential decay — episodic (7%/day), semantic (2%/day), procedural (3%/day), self-model (1%/day). Accessed memories get reinforced.
• Autonomous dream cycles — consolidation, compaction, reflection, contradiction resolution, emergence.
• Bond-typed memory graph — weighted typed edges with Hebbian reinforcement on co-retrieval.
• Clinamen — lateral retrieval of high-importance, low-relevance memories.

What it isn't yet

No framework integrations (LangGraph, CrewAI) — wrappers around brain.store() and brain.recall() are days each. No structured business data ingestion. No temporal fact validity querying. No managed enterprise platform. No large contributor community. Early-stage adoption.

What it could be

Clude is a memory engine, not a framework. Framework integrations, structured data ingestion, temporal querying, enterprise platforms, evaluation frameworks, multi-model support, autonomous operation, multi-user scoping — these can all be built on top. A non-developer built a 5,750-line autonomous agent on Clude in two weeks using an AI coding assistant — 109 tools, self-editing agent-directed memory, multi-model inference, web search, multi-user presence tracking, and a browser UI. The cognitive architecture was handled by Clude.

Public Wallet: CA1HYUXZXKc7CasRGpQotMM9RiYJbVuPJq3n8Ar9oQZb

npm install -g @clude/sdk
clude setup

Built on Stanford Generative Agents, MemGPT/Letta, CoALA, and Beads.

Works with: Claude Code, Claude Desktop, Cursor, and any MCP-compatible agent runtime.

Quick Start — Hosted (Zero Setup)

npx @clude/sdk setup   # Creates agent, installs MCP, done

Or use the SDK:

import { Cortex } from '@clude/sdk';

const brain = new Cortex({
  hosted: { apiKey: process.env.CORTEX_API_KEY! },
});

await brain.init();

await brain.store({
  type: 'episodic',
  content: 'User asked about pricing and seemed frustrated.',
  summary: 'Frustrated user asking about pricing',
  tags: ['pricing', 'user-concern'],
  importance: 0.7,
  source: 'my-agent',
});

const memories = await brain.recall({
  query: 'what do users think about pricing',
  limit: 5,
});

No database, no infrastructure. Memories stored on CLUDE infrastructure, isolated by API key.

Quick Start — Self-Hosted

For full control, use your own Supabase:

import { Cortex } from '@clude/sdk';

const brain = new Cortex({
  supabase: {
    url: process.env.SUPABASE_URL!,
    serviceKey: process.env.SUPABASE_KEY!,
  },
  anthropic: { apiKey: process.env.ANTHROPIC_API_KEY! },
});

await brain.init();

await brain.store({
  type: 'episodic',
  content: 'User asked about pricing and seemed frustrated.',
  summary: 'Frustrated user asking about pricing',
  tags: ['pricing', 'user-concern'],
  source: 'my-agent',
  relatedUser: 'user-123',
});

const memor

... [View full README on GitHub](https://github.com/sebbsssss/clude#readme)