About 🚀 Obsidian-Milvus-FastMCP
A production-grade system connecting Obsidian vaults to Claude Desktop via FastMCP, leveraging Milvus for advanced semantic search and intelligent retrieval. Designed for users with large research material collections.
Key features
- 01Semantic search using vector embeddings
- 02Multi-modal indexing of Markdown notes and PDFs
- 03Real-time file monitoring and automatic index updates
- 04Adaptive HNSW index optimization
- 05GPU acceleration and automatic resource management
Use cases
- 01Conduct in-depth literature analysis and cross-reference research materials
- 02Retrieve large knowledge bases using natural language queries
- 03Enable AI assistants to comprehensively analyze personal note collections
MCP support
Exposes Obsidian vaults as an MCP service via FastMCP, allowing Claude Desktop to query notes, retrieve related documents, and perform comprehensive analysis.
Details
The maintainer has not added details yet. See the official docs.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.