Stop building data silos. Surf is the first File-First memory infrastructure that stores AI context as portable SQLite files in your customers' own storage.
REST API or MCP Server—choose your integration pattern
Direct HTTP endpoints for add, search, update, and delete operations. Perfect for synchronous agent workflows and custom integrations.
Model Context Protocol for Claude, AutoGen, and LLM frameworks. Expose memory as native tools that agents invoke autonomously.
Whether REST or MCP, your agent's memory lives in your customer's cloud. No vendor lock-in. No data silos.
1# Initialize Surf with your storage2curl -X POST http://localhost:8000/api/memory/init \3 -H "Content-Type: application/json" \4 -d '{5 "storage": "google_drive",6 "folder_id": "your-folder-id",7 "api_key": "sk_surf_..."8 }'910# Add context to memory11curl -X POST http://localhost:8000/api/memory/add \12 -H "Authorization: Bearer sk_surf_..." \13 -d '{14 "data": "User preference: likes detailed reports",15 "user_id": "user_123"16 }'1718# Search across memory19curl -X POST http://localhost:8000/api/memory/search \20 -H "Authorization: Bearer sk_surf_..." \21 -d '{22 "query": "user preferences",23 "top_k": 524 }'Bring your own storage. Surf works seamlessly with your customers' existing cloud infrastructure. No vendor lock-in. Pure data sovereignty.
Need a custom storage backend? We support direct S3-compatible APIs.
A complete rethinking of memory infrastructure for autonomous agents
Powered by Daytona for <90ms cold starts. Stateless compute that scales instantly without infrastructure overhead.
SQLite-vec + Graph stored in the user's cloud. No central database. Full data portability and independence.
100% GDPR/HIPAA compliant by design. Your customers own their memory. Zero data residency concerns.
Pay for compute, not for bytes. Fixed monthly rate regardless of how many agents or how much memory they store.
No per-token fees. No storage surprises. Flat-rate compute.
Pay once, store forever
Enterprise infrastructure
vs Competitors: Pinecone and Mem0 charge per 1M vectors stored. With 1M users each storing 10k vectors, that's $10k/month in storage fees alone. Surf: $99/month, forever.
Join AI teams building the next generation of stateful autonomous agents. Deploy your first agent in minutes.
No credit card required. Full access to all features.