m2ux/concept-rag
If you are the rightful owner of concept-rag and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to dayong@mcphub.com.
Concept RAG is a powerful MCP server that enables LLMs to interact with documents through conceptual search, combining corpus-driven concept extraction, WordNet semantic enrichment, and multi-signal hybrid ranking for superior retrieval accuracy.
Tools
Functions exposed to the LLM to take actions
catalog_search
Search document summaries to find relevant sources with concept matches and scores.
chunks_search
Find specific information within a chosen document using concept-aware search.
broad_chunks_search
Search across all documents for detailed information with full conceptual expansion and multi-signal ranking.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client