AI memory for agents
AI memory lets an agent remember what it learned and recall it in later sessions, so it stops repeating questions and forgetting context. Kit for AI gives you a memory layer with simple remember and recall calls — plus the knowledge base and conversion your agent also needs.
Remember and recall
Store facts with a single remember call and pull the most relevant ones back with recall — automatically deduplicated so the same fact isn't stored twice. It works from the API and from any MCP client, so Claude, Cursor and your own agents can share memory.
- Simple remember / recall API and MCP tools
- Automatic de-duplication of near-identical memories
- Shared across every client connected to your account
Memory that's part of the whole toolkit
Most memory tools do only memory. Kit for AI combines memory with a document knowledge base and conversion, so your agent has one place to store facts and ground answers in documents.
Private and flat-priced
Memories are embedded and searched with local models and never leave for a third-party LLM. One flat plan covers memory, knowledge bases and conversion — no usage-metered memory bill.
FAQ
- What is AI memory?
- A persistent store where an agent saves facts and later recalls the relevant ones, giving it continuity across sessions instead of starting fresh each time.
- How is it different from a knowledge base?
- A knowledge base holds your documents for grounded answers; memory holds facts the agent chooses to remember. Kit for AI gives you both, in one API.
- Can Claude or Cursor use it?
- Yes — Kit for AI exposes remember and recall as MCP tools, so any MCP-capable client can read and write the same memory.
One toolkit for AI
Convert documents, build a knowledge base, remember, recall, run skills and search — from one API, on private models, starting free.
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