
AI Agent for Obsidian Markdown Notes
Integrate your Obsidian markdown notes seamlessly with Claude Desktop and any MCP client. Instantly search, read, and manage directories containing your notes, enabling smarter context-aware workflows and knowledge retrieval from your vault. Simplify installation and boost productivity with rapid setup and robust protocol support.

Effortless Markdown Integration
Connect your Obsidian vault with Claude Desktop and other MCP clients in minutes. Automate access to all your markdown notes, enabling intelligent agents to leverage your entire knowledge base without manual uploads or syncing.
- Instant Access.
- Quickly connect and give Claude Desktop or any MCP client access to your entire markdown note directory.
- Powerful Search.
- Enable advanced search across all your notes for faster knowledge retrieval and context-driven answers.
- Rapid Installation.
- Install via Smithery or VS Code in seconds—no manual setup required.
- Cloud-Ready.
- Access and manage your vault from anywhere, with support for both local and cloud-based notes.

Flexible Setup Options
Install Obsidian Model Context Protocol automatically via Smithery or directly in VS Code, allowing you to tailor integration to your workflow. Share configurations easily and empower your team to unify note access across projects.
- Smithery Integration.
- Leverage Smithery for one-command installation—no technical expertise needed.
- VS Code Friendly.
- Configure and automate installation directly from VS Code or share settings via workspace files.
- Collaborative Ready.
- Easily share configuration files with your team for unified protocol management.

Seamless Context-Aware Workflows
Enable Claude Desktop and other MCP clients to understand, search, and interact with your entire markdown note vault. Supercharge your productivity with automated, context-aware insights from your personal or team knowledge base.
- Contextual Intelligence.
- Allow AI agents to use context from your notes for smarter, more relevant responses.
- Natural Language Queries.
- Ask questions and search your notes using natural language—no more complicated filters.
MCP INTEGRATION
Available Obsidian MCP Integration Tools
The following tools are available as part of the Obsidian MCP integration:
- search_notes
Query and filter notes using search criteria to find specific content within your Obsidian vault.
- get_note
Retrieve the full content of a note by its path or identifier for reading and analysis.
- create_note
Add a new Markdown note to your vault by specifying its name and content.
- update_note
Modify the content or metadata of an existing note in your Obsidian vault.
- delete_note
Remove a note from your vault by specifying its path or identifier.
- list_notes
Discover all notes available in your Obsidian vault, including their paths and titles.
Connect Your Obsidian Markdown Integration with FlowHunt AI
Connect your Obsidian Markdown Integration to a FlowHunt AI Agent. Book a personalized demo or try FlowHunt free today!
What is Calclavia
Calclavia is a company founded by Henry Mao, an angel investor and technologist focused on advancing artificial intelligence, technical architecture, and product-led growth. The company is known for developing advanced tools and connectors that enable seamless integration between AI agents and productivity applications. One of their notable projects is the Obsidian Model Context Protocol (MCP), which allows AI clients like Claude Desktop to directly read, search, and interact with Markdown notes in any directory, such as those within an Obsidian vault. This enables users to leverage AI for knowledge management, note-taking, and context-aware operations, streamlining workflows for individuals and organizations managing large volumes of information.
Capabilities
What we can do with Calclavia MCP-Obsidian
The Calclavia MCP-Obsidian connector enables powerful integrations between AI agents and Markdown-based knowledge bases like Obsidian. Users and developers can leverage this service to automate, search, and manage notes with AI-driven workflows.
- Integrated AI search
- Seamlessly search your entire Obsidian vault using AI-powered queries.
- Automate workflows
- Use AI agents to automate note-taking, tagging, and summarization tasks.
- Context-aware operations
- Allow AI tools to understand and utilize the context of your notes for smarter suggestions and actions.
- Multi-platform support
- Connects with Claude Desktop and any MCP-compliant client for cross-platform productivity.
- Metadata management
- Manage and update note metadata via AI for better organization and retrieval.

How AI Agents Benefit from Calclavia MCP-Obsidian
AI agents can leverage the MCP-Obsidian protocol to gain real-time access to structured and unstructured data within Markdown repositories. This enables them to provide more intelligent responses, automate repetitive tasks, and enhance productivity by integrating note management and retrieval directly into AI-driven workflows. The protocol empowers agents to not just retrieve information, but also to update, organize, and contextualize notes, making them invaluable for knowledge workers and teams.