Knowledge Graph vs RAG Memory
Side-by-side comparison — what each server does, what tools it exposes, and how to install it.
K
Knowledge Graph
Memory Management
Database
Knowledge Graph: persistent local memory for Claude that stores entities, observations and relations to enable structured retrieval and long-term context across conversations.
183
0
R
RAG Memory
1-Click Memory Management
Enhance persistent memory with RAG Memory, merging Pinecone vector database and vector search with knowledge graph relationships for richer retrieval.
776
35
At a Glance
| Knowledge Graph | RAG Memory | |
|---|---|---|
| What it does | Knowledge Graph: persistent local memory for Claude that stores entities, observations and relati... | Enhance persistent memory with RAG Memory, merging Pinecone vector database and vector search wit... |
| Categories | Memory Management Database | Memory Management |
| Install | Manual config | One-click |
| Tools | 0 | 0 |
| Source | GitHub ↗ | GitHub ↗ |
| Popularity | 183 views · 0 installs | 776 views · 35 installs |
TL;DR
Both are Memory Management servers. Knowledge Graph has 0 tools, RAG Memory has 0. Pick based on which tools match your workflow.
Both are free to install through FastMCP. Try them and see which fits.