The memory API your agent stack is missing

Reusable, receipted memory in a few lines.

Turn files, messages, docs, and voice into Unified Memory Objects your agents recall through the REST API + MCP. Capture once, recall many, and show a receipt for every answer.

API reference →

POST /v1/process

# capture a memory → get a UMO back
curl https://api.memoryintelligence.io/v1/process \
  -H "Authorization: Bearer mi_sk_beta_…" \
  -H "Content-Type: application/json" \
  -d '{"content": "Shipping moved to Tuesdays."}'

# → { "status": "success", "data": { "umo_id": "8f3f…", "quality_score": 0.82 } }

# pip install memoryintelligence
from memoryintelligence import MemoryIntelligence

mi = MemoryIntelligence.from_env()          # reads MI_API_KEY
note = mi.capture("Shipping moved to Tuesdays.")
print(note.id)   # 8f3f…

// npm install @memoryintelligence/sdk
import { MemoryIntelligence } from "@memoryintelligence/sdk";

const mi = MemoryIntelligence.fromEnv();     // reads MI_API_KEY
const note = await mi.capture("Shipping moved to Tuesdays.");
console.log(note.id);   // 8f3f…

Base URL api.memoryintelligence.ioAuth: Bearer key · free in beta

What's a UMO?

A unit of meaning with a receipt.

A UMO is your content, turned into meaning your agent can trust. Give capture a note and you get back a structured, addressable memory it can recall, cite, and prove.

Recall by meaning. It already knows the entities and how they relate, so retrieval is more than fuzzy nearest-neighbor.
Cite the source. Every answer traces back to the UMO it came from.
Prove it's real. The receipt lets you verify a memory is unaltered before you act on it.
Own and reuse. Addressable by id across sessions and apps. Explain it, forget it, export it.

// a Unified Memory Object
{
  "id": "019f3881-…",
  "summary": "Dana proposed moving the launch to Friday.",
  "entities": [
    { "name": "Dana", "type": "person" }
  ],
  "relationships": [
    "Dana → proposed → moving the launch"
  ],
  "topics": ["launch", "planning"],
  "tone": "positive",
  "quality": 0.82,
  "receipt": { "verified": true }
}