{"repo":"damiandelmas/flex","free":true,"listed":false,"github":"https://github.com/damiandelmas/flex","clone":"git clone https://github.com/damiandelmas/flex.git","description":"vector database clubhouse for ai agents (no humans allowed)","language":"Python","stars":16,"topics":["claude-code","embeddings","knowledge-base","mcp","numpy","rag","retrieval","semantic-search","sqlite","vector-search"],"license":"MIT","category":"databases-storage","readme_excerpt":"flex Composable retrieval for AI agents. flex compiles coding-agent sessions, folders, repositories, and supported data sources into self-describing SQLite cells . An agent can inspect a cell, narrow its data with SQL, search it by keywords or meaning, and follow results back to source evidence — all through one MCP tool. A cell is a portable knowledge artifact, not a pile of flattened chunks. It keeps the schema, relationships, identity, provenance, and retrieval operations that its source can support. flex runs locally by default; a hosted retrieval service is not required. quick start The installer currently supports macOS and Linux with Bash, Python 3.12+, git , curl , and file . Native Windows support is not available yet. Install flex for Claude Code: Or for Codex CLI: The installer creates a cell from your existing session history, configures the MCP server, and starts background refresh. Session transcripts can contain prompts, tool output, and local paths; Flex stores the resulting cell locally under /.flex/ . Start a new client session so it loads the new MCP configuration, then ask: The agent's first tool call should be the cell's own orientation preset: Use codex instead of claude code when you installed the Codex module. To verify the installation from the shell: let your coding agent install it Paste this into Claude Code or Codex CLI: compile a folder Turn a mixed folder or repository into one watched cell: The filesystem compiler understands Markdown headings ","default_branch":null,"files":null,"tree":[],"storefront":"/r/damiandelmas","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/damiandelmas/flex/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}