Total Recall
Persistent memory for AI agents that enables cross-session context retention with local-first retrieval
98.0%
LongMemEval
96.8%
Recall@10
97%
Token Savings
Overview
Total Recall provides persistent memory for AI agents, enabling them to retain context across sessions rather than starting fresh each conversation. The system captures narrative, decision, and pattern memories, then surfaces relevant context automatically or on-demand without bloating the active prompt. It uses local-first retrieval with zero LLM calls at search time, achieving deterministic performance.
The Verdict
Who Should Use Total Recall?
Best For
- AI agent developers needing session continuity
- Coding agents that need project context
- Research assistants tracking long-term work
- Teams wanting shared agent memory
- Privacy-focused (local retrieval)
Not Ideal For
- Simple chatbot use cases
- Short, one-off conversations
- Production at scale (still in beta)
- Those needing immediate access (waitlist)
What's Great
- Zero LLM calls at search time (local retrieval)
- High benchmark scores (98% LongMemEval)
- Progressive prompt integration (memory added only when needed)
- Searchable dashboard for work history
- Proactive memory surfacing when relevant
- Significant token savings (up to 97%)
Watch Out For
- Currently in closed beta (waitlist only)
- No public pricing yet
- Limited production track record
- Single-developer project
Pricing
View all features & details
Memory Types
- Narrative memory
- Decision memory
- Pattern memory
- Cross-session persistence
Key Capabilities
- Local-first retrieval
- Zero LLM calls for search
- Searchable dashboard
- Proactive memory surfacing
- Progressive prompt integration
Benchmarks
- 98.0% LongMemEval accuracy
- 96.8% recall@10
- 98.2% correct in top 10 results
- Up to 97% token reduction
Use Cases
- Coding assistants
- Planning agents
- Research assistants
- Debugging workflows
Benchmarks
How It Compares
| Feature | Total Recall | Mem0 | Zep |
|---|---|---|---|
| Local Retrieval | Yes, zero LLM calls | No | No |
| Cross-Session Memory | Yes | Yes | Yes |
| Progressive Loading | Yes | No | Limited |
| Self-Hosted Option | Unknown | Yes | Yes |
| Production Ready | Beta | Yes | Yes |
User Reviews
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