Go Deeper
Open Brain is a local MCP server that gives every AI agent a shared second brain. Claude Code, Cursor, Windsurf, Copilot, ChatGPT Desktop. They all connect to one PostgreSQL + pgvector database through 11 MCP tools. Agents silently capture decisions, bugs, and context as you work, and recall them semantically in future sessions even across different tools. One command (python server.py wire) auto-discovers and configures every AI tool on your system. Runs entirely local on my hardware for ~$0/month.
Stack Used
Python MCP server (FastMCP), PostgreSQL 16 + pgvector for vector storage, Ollama for local embeddings (nomic-embed-text) and metadata extraction (qwen2.5:32b), Docker, dual GPU support (RTX 5090 + RTX 3080 Ti). Supports stdio and HTTP transports. Zero cloud dependencies.