A Python crawler for unstable or JavaScript-heavy sites, with selector healing, structured-data extraction, adaptive rate limiting, and an MCP server for agent-driven crawling. Use
ByteDance’s UI-TARS Desktop is one of the most interesting open-source computer-use agents right now: it sees your screen, clicks, types, and works across desktop and browser tasks
PersonaLive is an open‑source, CVPR‑2026‑accepted system that animates a single portrait image in real time for live streaming, supporting up to 12 GB VRAM and offering a TensorRT‑
This item includes essential tools and setup for the OpenClaw Codex Harness, covering runtime configuration, tool discovery, and migration guidance. Ideal for users seeking structu
A lightweight in-page GUI agent that reads the DOM as text and executes natural-language commands inside your app. Great for copilots, form automation, and legacy UI workflows.
Skybridge is an open-source TypeScript framework for building MCP apps with React views, local emulation, hot reload, tunnels, and compatibility work across ChatGPT, Claude, VS Cod
Google's Gemma 4 12B gives developers an open-weight, encoder-free multimodal model for local agent workflows on high-memory laptops, with LiteRT-LM serving, Hugging Face weights,
Recall is a new open-source Claude Code plugin that records project sessions locally and condenses them into a resume-ready context file using a classical Python summarizer instead
A KAIST paper and its AgentBench repository measure how dynamic reasoning changes AI agent latency, energy use, and infrastructure cost, not only task accuracy.
Start with bounded tasks such as research summaries, draft variants, table cleanup, or internal briefs. Avoid fully automated publishing without review.