Graph+MCP Outperforms Traditional Markdown in Knowledge Base Evaluation

An open-source evaluation project compared Markdown, GraphRAG, and Graph+MCP for providing microservice knowledge to LLMs. The experiment revealed that Graph+MCP outperforms traditional Markdown, with each architecture exhibiting distinct failure modes.

2026-07-29 ~ 2026-07-31 · 2 related posts

• A microservice catalog test found Markdown, GraphRAG, and MCP graphs fail in different ways — JeremyCMorgan · 2026-07-29
• Graph+MCP Beats Traditional Markdown in Open-Source RAG Eval Experiment — JeremyCMorgan · 2026-07-31