Product
One key to your memory. Everywhere you work.
Each AI you use starts from zero and forgets when the session ends. MeshKey is a single, encrypted memory that belongs to you and unlocks in any tool over MCP — so every assistant already knows your context, and you stay in control of what's remembered.
memory.observe · memory.search · MCP
What you get
Never re-explain yourself
Every assistant opens already knowing your context — no re-briefing, no pasted history.
Your memory, your control
On-device by default and encrypted. Export it or erase it whenever you want.
Works where you already work
Claude Code, Cursor, ChatGPT, and any MCP client read the same memory.
How it works
How MeshKey fits in.
- STEP 01
Install once
One command wires MeshKey into your tools over MCP. No database to run.
- STEP 02
Work normally
As you use your assistants, the engine decides what's worth keeping — you don't manage it.
- STEP 03
Switch tools freely
Move from Claude Code to Cursor to ChatGPT; your memory unlocks in each, instantly.
memory.observe→memory.search→MCPFeatures
Unlocks anywhere
One key into Claude Code, Cursor, or ChatGPT via MCP. The same memory, everywhere you work.
Private & encrypted
Runs on-device by default. Your memory is yours — export it or erase it at any time.
Multimodal
Text, documents, spreadsheets, and more distil into one queryable memory.
Remembers the why
Every fact carries provenance, so recall comes with the reasoning behind it.
Capabilities
Yours
- On-device by default
- Encrypted at rest
- Export & erase on demand
Portable
- MCP connector for any client
- One key, every tool
- Multimodal — text, docs, more
Smart
- Hybrid semantic recall
- Provenance on every claim
- Calibrated predictions
FAQ
Questions, answered.
Is my memory private?+
Yes. MeshKey runs on-device by default and is encrypted. You can export or erase everything at any time.
Which tools does it work with?+
Any tool that speaks MCP — Claude Code, Cursor, Codex, ChatGPT — plus the SDK for your own apps.
Do I have to manage what's remembered?+
No. The engine decides what's worth keeping so your prompts don't bloat. You can always review, export, or erase.
More products
Team Brain
Shared memory your whole team can trust.
A governed org memory: a shared knowledge graph with scopes, provenance, and compliance built in — so institutional knowledge stops disappearing every time someone switches context.
scopes · provenance · compliance
Mesh Router
The gateway that wires any agent into the mesh.
The infrastructure layer: an MCP gateway plus SDKs in five languages that connect any agent, tool, or app to MemMesh — one API for observe, recall, and predict.
MCP gateway · SDKs (TS · Py · Go · .NET · Rust)
One key. Your memory, in every AI.
A private, portable memory that unlocks in every AI tool you use — Claude Code, Cursor, ChatGPT. One key carries your context, preferences, and history wherever you work.