Loading connector details…
Loading connector details…
Choose a unique username to continue using AgentHotspot
by mohllal • Uncategorized
An MCP server providing semantic search over markdown documentation using retrieval-augmented generation.
Perform semantic search on markdown documentation.
Real-time monitoring and incremental indexing of large document collections.
Integration with a high-performance vector database for embedding storage.
Markdown RAG MCP is a server designed to index and semantically search markdown documents with YAML frontmatter support. It features real-time file monitoring, incremental updates, and uses advanced HuggingFace sentence-transformers embeddings with a Milvus vector database backend. The system offers a CLI interface and demo scripts to facilitate integration and usage, making it ideal for developers needing intelligent markdown-based document search capabilities.