Memgraph open-sources Context Graph: shared cross-session memory for Claude Code and Codex

JeremyCMorgan · x · 2026-11-11

Memgraph released Context Graph, an open-source tool that gives AI coding agents shared memory and observability across sessions.

It records conversations, tool calls, file reads, and skill usage as graph events in Memgraph, then exposes token-capped recall to agents — keeping underlying history queryable instead of vanishing into embeddings. Works with Claude Code, Codex, Copilot CLI, Cursor, OpenCode, Antigravity CLI, Grok Build, and apps built on Claude Agent SDK or OpenAI Agents SDK. A one-line install script sets up the CLI, connectors, and a persistent Docker container, with eval and viewer modules included.

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