AgentMemory
Persistent cross-session memory for Claude, Cursor, Codex & friends
The Panel's Take
AgentMemory solves one of the most frustrating problems in AI-assisted development: every new session starts from zero. You re-explain your architecture, re-describe your preferences, and re-surface bugs your agent already encountered last week. AgentMemory captures everything your coding agent does silently in the background, compresses it into searchable memory via its iii-engine framework, and auto-injects relevant context at the start of each new session. Under the hood, it's TypeScript-based and uses SQLite as its storage layer—no external database required. It ships with 51 MCP tools and 12 automatic hooks that fire on agent events without any manual tagging. A built-in real-time viewer lets you browse and replay past sessions. Benchmarks show 92% fewer tokens consumed compared to re-feeding raw context, and R@5 retrieval accuracy of 95.2% across its test suite of 827 cases. It supports Claude Code, Cursor, Gemini CLI, Codex CLI, and several others. With 5.8K GitHub stars and appearing in today's trending charts, this is clearly touching a real nerve. The team claims it's the "#1 persistent memory for AI coding agents based on real-world benchmarks"—a bold claim, but the numbers they're putting forward are hard to ignore. For developers doing serious multi-session agent work, this is worth a serious look.
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AgentMemory verdict: SHIP 🚀 3 ships · 1 skip from the expert panel Full review: shiporskip.io/tool/agentmemory-persistent-memory-ai-coding-agents-sqlite-2026
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<a href="https://shiporskip.io/api/badge-click/agentmemory-persistent-memory-ai-coding-agents-sqlite-2026" target="_blank" rel="noopener"><img src="https://shiporskip.io/api/badge/agentmemory-persistent-memory-ai-coding-agents-sqlite-2026" alt="AgentMemory Ship verdict on ShipOrSkip" width="360" height="90" /></a>[](https://shiporskip.io/api/badge-click/agentmemory-persistent-memory-ai-coding-agents-sqlite-2026)<iframe src="https://shiporskip.io/embed/agentmemory-persistent-memory-ai-coding-agents-sqlite-2026" title="AgentMemory ShipOrSkip verdict" width="360" height="260" style="border:0;border-radius:16px;max-width:100%;" loading="lazy"></iframe>The reviews
“51 MCP tools and zero-config hooks is a genuinely thoughtful design. The SQLite-only requirement means nothing to install or manage. This is exactly the kind of glue layer that makes multi-session agent workflows actually viable.”
“The '95.2% retrieval accuracy' benchmark is on their own test suite—we don't know if it holds on real heterogeneous codebases. Memory systems that silently capture everything also risk surfacing stale or wrong context, which could be worse than starting fresh.”
“Persistent agent memory is a prerequisite for truly autonomous long-horizon development. The cross-agent compatibility here—Claude, Cursor, Codex all sharing a memory store—points toward a future where agents are interchangeable workers on a shared project memory.”
“Less re-explaining means more creating. If this actually saves the tokens claimed, that's a real quality-of-life win for anyone who uses AI assistants to produce creative work across long projects.”