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Local-first tools for AI agents to tag, query, and digest folders.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "Cairn" MCP server from askskill: Run: claude mcp add 'io-github-luckyjackluo-cairn' -- npx -y cairn-mcp-server
Scan my local project materials folder, tag files by topic, and list representative files under each tag.
A topic-based tagging result with key files listed under each tag.
Find files related to "user interviews" in this local folder and summarize their main findings.
A list of matching files plus a short aggregated summary.
Create a digest for this local research folder, summarizing main themes, key documents, and suggested next reading.
A folder-level overview that helps quickly understand the structure and key content.
Developers or researchers can tag local folder contents first, then query and summarize them by topic to improve retrieval. The workflow is local-first and does not rely on the cloud.
When a team wants an AI agent to work with local materials, this tool can tag, query, and generate folder digests to provide a quick overview.
It is a local-first file organization tool for AI agents that can tag, query, and digest folders.
Based on the description, it emphasizes "No cloud," meaning it does not rely on cloud services. For implementation details, see the source repository.
The provided materials do not include installation steps, runtime, or dependency details. Please see the source repository for specifics.
Preserve AI agent decisions, evidence, and code across sessions privately.
Store agent memories locally in Obsidian with secure capture, recall, and management.
Read and update project progress across AI coding tools and sessions.
Automatically log Claude Code sessions, edits, and tasks to Cairn.
Manage cloud files and scrape web content for AI workflows.
Manage AI agent files across tools directly from Obsidian.