Open-source MCP server with a working memory graph for local AI coding

leonardosidney · reddit · 2026-10-11

Developer LeonardoSidney open-sourced mcp-agents-workflow, an MCP server integrated with VS Code and used with a local Qwen3-8B model. Its core idea is a "working memory graph" that lets the model retain project context while assisting with development. The repo and README are public, and the author is soliciting community feedback on the memory graph design; the project is still early-stage.

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