Arrowhead — Obsidian Search
ListedFast Obsidian-aware semantic search for AI agents. Query your Obsidian vault by content, tags, backlinks, and metadata. Makes your AI agent a true knowledge assistant — without sending vault data to the cloud.
Install on your platform
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Run this in your terminal
terminal$ openclaw skills install arrowhead
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totocaster
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Pinned to d0dd9b7c
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About this skill
What it does
Arrowhead provides fast search and discovery capabilities within Obsidian vaults, acting as a knowledge assistant for both humans and AI agents. It continuously indexes your vault’s content (markdown files and assets) creating full-text, semantic vectors, and graph analytics. This allows for efficient exploration of notes through the command line interface (CLI) or a Claude-ready MCP (Message Channel Protocol) interface.
When to use it
- Complex Research: Quickly surface relevant information from a large Obsidian vault when conducting research projects.
- AI Agent Integration: Enable AI agents like Claude to access and reason about your notes for tasks such as summarization or question answering.
- Note Exploration: Discover connections between notes that might not be immediately obvious through manual browsing.
- Workflow Automation: Automate note creation, updates, and discovery using the CLI tools.
Key capabilities
- Background daemon with live filesystem watching
- Vault-aware indexing respecting
.obsidiansettings - Full-text, semantic, and hybrid search with snippet generation
- Notes CRUD (Create, Read, Update, Delete) operations via CLI
- HTTP MCP transport for remote agent access
- Semantic embeddings using fastembed stored in sqlite-vec
Example prompts
- "Find all notes related to 'Project Phoenix' using semantic search."
- "Show me the graph connections between notes tagged with 'meeting'."
- "Create a new note titled 'Q3 Planning' and add it to the 'projects' folder."
Tips & gotchas
Arrowhead respects your existing Obsidian .obsidian settings, so ensure these are configured correctly for optimal indexing. The daemon requires system-level privileges (launchd on macOS, systemd --user on Linux) for continuous vault monitoring.