Loctree/rmcp-memex
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The MCP Memex is a lightweight Model Context Protocol server written in Rust, designed for local Retrieval-Augmented Generation (RAG) with an embedded LanceDB vector store and local embeddings.
Tools
Functions exposed to the LLM to take actions
rag_index
Index a file (UTF-8 text or PDF) into the local vector store
rag_index_text
Index raw text with optional custom id and metadata
rag_search
Search indexed chunks and return the top-k results
memory_upsert
Upsert single chunk into vector memory
memory_get
Fetch stored chunk
memory_search
Semantic search within a namespace
memory_delete
Delete a chunk by id
memory_purge_namespace
Drop all chunks in a namespace
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client