Memory Graph MCP

Memory Graph MCP employs a knowledge graph for persistent project memory, achieving a 71.5x token reduction versus re-reading files each session—saving 95% of token costs on projects with 10,000+ files. Data shows setup takes 35 minutes but pays off within 5 sessions, reducing repeat analyses by 80%. Ideal for large codebases with repeating patterns; skip if projects are small, as overhead yields only 5x token savings instead of 71.5x.