Two kinds of agent memory
The 2026 agent memory ecosystem has exploded — Mem0, Zep, Cloudflare Agent Memory, Anthropic Dreaming. These tools are genuinely useful. But they all solve one specific problem: storing and retrieving what the agent itself generates across sessions.
That's different from the problem Noogat solves. Noogat stores what you think — the insights, hunches, decisions, and half-formed ideas you have away from the keyboard. The architecture decision you reached after a long run. The bug hypothesis you had in the shower. The "I should revisit this" thought from a conference talk.
No agent memory system generates that content for you. You have to capture it yourself.
Automated agent memory
- Stores what the agent learns from sessions
- User preferences, past decisions, conversation history
- Generated automatically — no human input
- Examples: Mem0, Zep, Cloudflare Agent Memory
Human-captured notes (Noogat)
- Stores what you think and observe
- Architecture rationale, bug hunches, research fragments
- Captured with Siri — zero friction, any time
- Retrieved in-agent via MCP
The two are complementary. A well-equipped agent might have both: automated session memory and access to your personal note stream. Noogat handles the second half.
What kinds of notes make useful agent context
Not all notes are equally valuable as agent memory. The highest-signal content tends to be:
- Why decisions were made. "We went with Postgres over SQLite because the team agreed we'd hit connection limits within six months." Your agent won't know this unless you captured it. Six months later, when you're debating adding another service, it's the exact context you want surfaced.
- Bug patterns you've noticed but haven't fixed yet. "Something's wrong with the WebSocket reconnect logic on flaky connections — not crashing, just silently dropping messages." Captured, tagged, findable when the symptom comes up in a coding session.
- Things you learned that surprised you. Non-obvious library behavior, production gotchas, tricky API edge cases. Your own TIL log, searchable in-agent.
- Vague intentions. "Should migrate the image pipeline away from Sharp at some point — it's getting unwieldy." Not ready for the issue tracker, but worth having in context when you're touching that part of the codebase.
The insight that makes this click: your best thinking happens away from the keyboard. Noogat's Siri integration captures it in the moment — so it doesn't get lost between the thought and the next time you sit down to code.
How MCP connects your notes to your agent
Noogat runs a Streamable HTTP MCP server at https://app.noogat.app/mcp. Once connected, your AI coding agent can search your notes in natural language without you leaving the terminal or explaining context you've already captured.
Connect to Claude Code with one command:
Generate your token at app.noogat.app/settings/integrations. Full setup guide at noogat.app/mcp.
Works alongside your existing agent memory stack
If you're already using Mem0, Zep, or another session memory tool, Noogat doesn't conflict — they do different things. Your agent gets automated session memory from one system and your personal note stream from Noogat. Both are available in-context. Neither replaces the other.