MemMesh
Memory + prediction for AI agents.
MemMesh gives your AI agents a memory that predicts. A persistent, cross-session memory layer with bi-temporal facts and a unified retrieval scorer, it turns accumulated behavior into calibrated predictions — with health and financial intelligence and compliance built in. Works in any agent via MCP or the SDK.
What you get
Everything below is built and shipping today, unless flagged otherwise.
Cross-session memory
Hierarchical, bi-temporal memory that persists across sessions, tools, and agents.
Calibrated prediction
Mines accumulated behavior into probabilistic predictions agents can act on.
Drop-in via MCP or SDK
Add memory to any agent stack — Claude, Cursor, OpenAI, or your own — with one integration.
Compliance built in
Retention, redaction, and audit controls suitable for regulated domains.
Why teams choose MemMesh
The unfair advantages baked into the product.
Built for ai agent builders, product & data teams.
MemMesh is opinionated about who gets the most out of it. If that's you, the on-ramp is fast.