The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Ctxd
Your AI agents can't see your files. ctxd connects your cloud data and makes it searchable via API, CLI, or MCP.
Install
$
git clone https://github.com/ctxd-dev/ctxdInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →ctxd
Local context infrastructure for AI agents.
Overview
ctxd tracks folders selected on your computer and exposes them through ctxfs as path-oriented, agent-readable context.
The user documentation in docs/public is the source of
truth for ctxd.dev/docs:
Edit the canonical page instead of duplicating setup or reference instructions in this README.
Contributing
See CONTRIBUTING.md for the package version bump and release process.
Similar plugs
Reverse engineer anything with agents, from app behavior down to native binaries.
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype…
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.