About Sgcp Rag
Sgcp Rag is an MCP server in the RAG category: self-correcting, SNI-guided RAG (SGCP-RAG) with LangGraph, pgvector, and MCP integration.
Install
git clone https://github.com/junghyunJJ/sgcp-ragThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (13)
add_documentsAdd text documents. Accepts `rebuild_wiki` (default `true`) — set `false` when adding several documents in a row and call `rebuild_llm_wiki` once at the end.
Parameters not published.
add_documents_from_filesUpload files directly from the filesystem (stdio server only). Same `rebuild_wiki` option as `add_documents`.
Parameters not published.
agentic_searchThe LangGraph self-correcting RAG search
Parameters not published.
create_collectionCreate a new collection
Parameters not published.
delete_collectionDelete a collection
Parameters not published.
delete_documentDelete a document
Parameters not published.
get_collectionInspect one collection
Parameters not published.
get_health_statusAPI health check
Parameters not published.
list_collectionsList every collection
Parameters not published.
list_documentsList documents in a collection
Parameters not published.
Show all 13 tools
multi_queryExpand one question into multiple sub-queries via an LLM
Parameters not published.
rebuild_llm_wikiManually rebuild a collection's SNI
Parameters not published.
search_documentsPlain search (semantic / keyword / hybrid)
Parameters not published.
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