hmc-memory 0.2.1

MemoryAI — Persistent AI memory as a service

MemoryAI — Python SDK

Persistent memory for AI agents. Store, recall, and manage context across sessions.

Install

pip install hmc-memory

Quick Start

from MemoryAI import MemoryAI

mem = MemoryAI(api_key="hm_sk_...", base_url="https://memoryai.dev")

# Store
mem.store("User prefers dark mode", tags=["preferences"], priority="hot")

# Recall
for r in mem.recall("user preferences"):
    print(f"[{r.score:.0%}] {r.content}")

# Compact session
mem.compact("Session transcript...", task_context="Refactoring auth")

mem.close()

Async

from MemoryAI import AsyncMemoryAI

async with AsyncMemoryAI(api_key="hm_sk_...", base_url="https://memoryai.dev") as mem:
    await mem.store("Important context", tags=["project"])
    results = await mem.recall("project context")

Get an API Key

curl -X POST https://memoryai.dev/v1/admin/provision \
  -H "Content-Type: application/json" \
  -d '{"name": "my-agent", "tos_accepted": true}'

Links

• Website: https://memoryai.dev
• MCP Server: Works with Cursor, VS Code, Claude Desktop, Windsurf