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Local-first AI context and memory server for cross-tool coding continuity. MindSwap helps developers and coding agents persist repo state, search prior decision
Local-first AI context and memory server for cross-tool coding continuity. MindSwap helps developers and coding agents persist repo state, search prior decisions, manage structured memory, resume interrupted work, and share one continuity layer through CLI and MCP.
Keep project context and personal AI memory local so tools can continue work without re-explaining the same context.
AI sessions reset too often. mindswap saves the current task, decisions, blockers, and handoff context so the next tool can pick up cleanly.
npm install mindswap --save-dev
npx mindswap init
npx mindswap
npx mindswap doctor
npx mindswap resume
npx mindswap ask "Why did we choose JWT?"
init to set up a repo and import existing AI contextsave to capture the current task, git state, and decisionsdoctor to check setup health and stale contextresume to start with a clean briefingask to search project memory with citationsmemory to manage blockers, assumptions, questions, and resolutions--global memory and ask scope for personal cross-tool memory under ~/.mindswap/reindex to rebuild the local SQLite search index from your file-based memorysync to share continuity state across machinesmcp and mcp-http to expose the same context to AI clientsMindSwap now supports two local memory scopes:
<repo>/.mindswap/~/.mindswap/Use global memory when a preference or learning should follow you across projects and tools.
npx mindswap log "Prefer concise explanations" --type assumption --global
npx mindswap memory list --scope all
npx mindswap ask "What explanation style should we use?" --scope all
npx mindswap reindex --scope all
mindswap generates context for tools like Claude Code, Cursor, Copilot, Codex, Windsurf, Cline, Roo, Aider, Amp, Gemini CLI, and AGENTS.md-based workflows.
npx mindswap mcp-install
npx mindswap mcp-http
The main repo data lives in .mindswap/:
.mindswap/
├── HANDOFF.md
├── state.json
├── decisions.log
├── memory.json
├── config.json
├── branches/
└── history/
If mindswap helps your workflow, star the repo and keep improving the handoff loop.
Add this to claude_desktop_config.json and restart Claude Desktop.
{
"mcpServers": {
"mindswap": {
"command": "npx",
"args": []
}
}
}