Developers
Build with memory.
One command to install, three primitives to use — observe, recall, search. An official TypeScript SDK today — Python, Go, .NET, and Rust on the way — plus an MCP server for any agent framework and a growing library of runnable examples.
SDKs
Native clients, every stack.
Each SDK wraps the same engine — memory, prediction, temporal knowledge graph — behind an idiomatic client. Same concepts, your language.
Quickstart
Remember, recall, reflect.
Seed a memory, search it semantically, and let the engine synthesize higher-order insights — in the language you already ship.
npm install @thinkfleet/memory-sdkimport { ThinkFleetMemory } from '@thinkfleet/memory-sdk'
const tf = new ThinkFleetMemory({ apiKey: 'sk-...', projectId: 'proj_...' })
// Remember something
await tf.memory.observe({
subject: { kind: 'contact', externalId: 'sarah' },
content: 'Prefers email over phone.',
})
// Recall it, semantically
const hits = await tf.memory.admin.search({ query: 'how to reach sarah', limit: 5 })
// Synthesize higher-order insights from what it has learned
const { insights } = await tf.memory.admin.reflect({ maxInsights: 3 })Example apps
Runnable, real, and honest.
Predict Anything
Declare any target and the engine predicts it from a subject's history — calibrated, provenanced, and abstaining when the signal is thin.
Next Best Offer
The full closed loop: learn from behavior, predict, let Claude pick the offer + send-time, record the outcome, and watch the patterns re-calibrate.
Financial Copilot
Ingest real price history + headlines, build a portfolio-risk profile, and get calibrated buy/sell/hold calls with a self-improving reconcile loop.
Support Agent Memory
A support bot that remembers every customer across sessions, surfaces related history on each ticket, and self-corrects when facts change.
Any agent, no SDK
Native memory over MCP.
Wire MemMesh into Claude, Cursor, or any MCP-compatible agent in one command — then call memory_observe, memory_recall, and memory_search as tools.
npx @thinkfleet/memmesh install