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agent — the pi coding agent with the Constructive harness baked in, purely a shell

LLMs call your tools by writing sandboxed Python instead of JSON tool calls — 70% fewer tokens, 66% fewer round trips (measured)

Open-source Python port of Claude Code - an AI-powered CLI coding assistant

CrewAI integration for qarai-agent-guard that provides runtime security for AI agents through threat detection, policy enforcement, and content protection.

Local LLM adapter via Ollama HTTP API (default Qwen 2.5 7B)

BLAKE3 content-addressed + zstd-delta diff storage for Orqenix KBs

SQLite + sqlite-vec adapter for Orqenix KBs

AI model: nerkyor/Qwen3.6-35B-A3B-DSV4Pro-SFT-GPT56Sol-RL-Agent-GGUF

AI model: AjelixAI/Ajelix-LV-3B-Agent-SFT-V3

AI model: leonsarmiento/Ornith-Agents-A1-3.6-35B-A3B-task_arithmetic_v2-6bit-XL-mlx

AI model: mradermacher/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16-GGUF

AI model: ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16

AI model: ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-QLoRA-v3

AI model: KickItLikeShika/gemma4-e2b-it-sft-tooluse

Turn Android Termux into an autonomous AI agent and security orchestrator. Powered by a local ReAct framework with 50 system tools and MCP support, a background task │ scheduler, on-device ADB controls, and a unified Web UI & Telegram Bot.

coding agent harness optimized for swe-bench-style bug fixes, achieved first-run resolve rate of 52.4% on SWE Bench Lite

Cotrex is an open-source AI execution engine that enables LLMs to securely use tools, execute tasks, and automate real-world workflows through a unified runtime.

An auditable, low-cost, DOM-only browser agent you can read and debug. Glass box, not black box: full audit trace, runs well on cheap models, no screenshots needed.

Runtime safety proxy for multi-agent AI systems

A real local terminal in Edge/Chrome that gives Codex, Claude Code, Kimi Code, and any MCP CLI 28 browser-control tools.