MindSwap AI
Your AI's black box recorder. CLI + MCP server for AI handoffs across Claude Code, Cursor, Codex, Copilot, and more.
mindswap
Keep project context and personal AI memory local so tools can continue work without re-explaining the same context.
Why it exists
AI sessions reset too often. mindswap saves the current task, decisions, blockers, and handoff context so the next tool can pick up cleanly.
Install
npm install mindswap --save-dev
Quick start
npx mindswap init
npx mindswap
npx mindswap doctor
npx mindswap resume
npx mindswap ask "Why did we choose JWT?"
What it gives you
initto set up a repo and import existing AI contextsaveto capture the current task, git state, and decisionsdoctorto check setup health and stale contextresumeto start with a clean briefingaskto search project memory with citationsmemoryto manage blockers, assumptions, questions, and resolutions--globalmemory and ask scope for personal cross-tool memory under~/.mindswap/reindexto rebuild the local SQLite search index from your file-based memorysyncto share continuity state across machinesmcpandmcp-httpto expose the same context to AI clients
Global personal memory
MindSwap now supports two local memory scopes:
- repo memory in
<repo>/.mindswap/ - personal memory in
~/.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
MCP and AI tools
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
Project state
The main repo data lives in .mindswap/:
.mindswap/
├── HANDOFF.md
├── state.json
├── decisions.log
├── memory.json
├── config.json
├── branches/
└── history/
npm package
Use it
If mindswap helps your workflow, star the repo and keep improving the handoff loop.
Serveurs connexes
Alpha Vantage MCP Server
sponsorAccess financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more
Remote MCP Server (Authless)
An authentication-free, remote MCP server designed for deployment on Cloudflare Workers or local setup via npm.
Dart MCP
An example MCP server built with Dart and deployed on Cloudflare Workers.
PI API MCP Server
An MCP server for interacting with the PI Dashboard API.
UML-MCP
A diagram generation server supporting multiple UML and other diagram types, with various output formats. It integrates with rendering services like Kroki and PlantUML.
Odoo XML-RPC MCP Server
Interact with Odoo instances using the XML-RPC API. Requires configuration via environment variables or config files.
Assay
The firewall for MCP tool calls. Block unsafe calls, audit every decision, replay anything. Deterministic policy enforcement with replayable evidence bundles.
Developer MCP Server
A context management system designed for software development teams with customizable data storage.
OneSource MCP
43 tools for live blockchain queries across Ethereum, Sepolia, and Avalanche — including token balances, NFT metadata, event logs, contract detection, ENS resolution, and GraphQL API documentation.
Raysurfer Code Caching
MCP server for LLM output caching and reuse. Caches and retrieves code from prior AI agent executions, delivering cached outputs up to 30x faster.
Mentor MCP
Provides AI-powered mentorship to LLM agents for tasks like code review, design critique, and brainstorming, using the Deepseek API.