The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
npx ecc-install --profile fullFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
npx n8nAn open-source AI agent that brings the power of Gemini directly into your terminal.
npx @google/gemini-cliThese intent pages connect this repository to workflow-first and comparison-first discovery routes.
Supports Mcp
Carries strong trust indicators from repository metadata
6695 GitHub stars recorded
| Task | Without Unstract | With Unstract |
|---|---|---|
| Schema definition | Write regex, build templates per vendor | Write a prompt once, handles variations |
| New document type | Days of development | Minutes in Prompt Studio |
| LLM integration | Build your own pipeline | Plug in any provider (OpenAI, Anthropic, Bedrock, Ollama) |
| Deployment | Custom infrastructure | ./run-platform.sh or managed cloud |
| Output | Unstructured text blobs | Clean JSON, ready for your database |
⭐ If Unstract helps you, star this repo!
| Category | Formats |
|---|---|
| Documents | PDF, DOCX, DOC, ODT, TXT, CSV, JSON |
| Spreadsheets | XLSX, XLS, ODS |
| Presentations | PPTX, PPT, ODP |
| Images | PNG, JPG, JPEG, TIFF, BMP, GIF, WEBP |
