devkit

This monorepo houses the official developer surfaces and client libraries for MemCell:

Component	Package	Directory	Distribution
TypeScript / Node.js SDK	@memcell/sdk	sdks/node
Python SDK	memcell	sdks/python
Developer CLI	memcell	cli

---

Direct Start

1. Developer CLI

# Wire a workspace in your current directory
npx memcell connect

# Inspect living memory status
npx memcell status

# Recall memories before taking action
npx memcell recall "customer refund policy"

2. TypeScript / JavaScript SDK

npm install @memcell/sdk

import { MemCell } from "@memcell/sdk";

const memory = new MemCell({ apiKey: process.env.MEMCELL_API_KEY! });

// Recall relevant memories before an agent acts:
const { promptContext } = await memory.recall({
  workspace: "acme/support",
  query: "refund verification and escalation thresholds",
});

console.log(promptContext);

3. Python SDK

pip install memcell

import asyncio
from memcell import AsyncMemCell

async def main():
    async with AsyncMemCell(api_key="mc_live_...") as memory:
        # Recall relevant memories before an agent acts:
        res = await memory.recall(
            workspace="acme/support",
            query="refund verification and escalation thresholds",
        )
        print(res.prompt_context)

asyncio.run(main())

---

Monorepo Development

# Install all dependencies across the workspace
pnpm install

# Build all TypeScript packages (sdks/node and cli)
pnpm run build

# Run all test suites across Node, CLI, and Python
pnpm test

# Run type checks
pnpm run typecheck

# Check code formatting
pnpm run format:check

---

Ecosystem

• Engine: Core cognitive memory service at memcell-ai/memcell
• MCP Server & Registry: memcell-ai/mcp
• Documentation: memcell.ai/docs

License

Apache-2.0