Server data from the Official MCP Registry
Local-first AI context and memory server for cross-tool coding continuity.
Local-first AI context and memory server for cross-tool coding continuity.
mindswap is a developer tool MCP server for managing project context and AI session continuity. The code has reasonable architecture with proper tool isolation and credential handling via environment variables. However, several moderate concerns exist: overly broad file system access without path validation in some operations, missing input validation on certain parameters, and potential information disclosure through error messages. File I/O permissions match the tool's purpose, but path traversal protections should be strengthened. Supply chain analysis found 3 known vulnerabilities in dependencies (1 critical, 2 high severity). Package verification found 1 issue.
3 files analyzed · 12 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
This plugin requests these system permissions. Most are normal for its category.
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-shiporbleed-mindswap": {
"args": [
"-y",
"mindswap"
],
"command": "npx"
}
}
}From the project's GitHub README.
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.
Be the first to review this server!
by Modelcontextprotocol · Developer Tools
Read, search, and manipulate Git repositories programmatically
by Toleno · Developer Tools
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.
by mcp-marketplace · Developer Tools
Create, build, and publish Python MCP servers to PyPI — conversationally.
by Microsoft · Content & Media
Convert files (PDF, Word, Excel, images, audio) to Markdown for LLM consumption
by mcp-marketplace · Developer Tools
Scaffold, build, and publish TypeScript MCP servers to npm — conversationally
by Taylorwilsdon · Productivity
Control Gmail, Calendar, Docs, Sheets, Drive, and more from your AI