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1AIVault · Blog

Notes from the vault

Field notes on building one portable memory across Claude, ChatGPT, Cursor, Cline, and Windsurf. MCP patterns, context design, and practical workflow strategies for people using multiple AI tools.

Forget Context Without Deleting Memory

Jul 5, 2026

Forget Context Without Deleting Memory

1AIVault 1.5.0 adds forget and remember controls so stale, sensitive, or noisy memory can stay recoverable without being reused by search, topics, MCP reads, or injected context.

memory#1AIVault#AI memory#MCP
See exactly which memories your AI is actually reading

Jun 1, 2026

See exactly which memories your AI is actually reading

Memory Reads turns raw MCP traffic into a timeline grouped by call, flags empty calls as vault gaps, and surfaces the memories your AI tools reach for most. Plus encrypted vault transfer to a new machine and one-click Claude Code & Codex session resume.

engineering#memory-reads#mcp#claude-code
Stop rebuilding context every time you switch AI tools

May 31, 2026

Stop rebuilding context every time you switch AI tools

Save context once and every AI tool — Claude Desktop, Claude Code, Cursor, Cline, Codex — can read it through a single MCP connection. 1AIVault v1.0.0 ships your portable, local-first AI memory vault.

engineering#ai-memory#mcp#claude-code