Python Ecosystem Telemetry Index

UI Automation Framework for HarmonyOS NEXT NEXT

An evidence-led, six-language LLM playbook: the transferable core, the Codex flagship track, and adapters for ChatGPT, Claude Code, Gemini, DeepSeek, and Grok.

Finetune any multiagent system on any task w/ MAPPA

use python parse OFD file ofd2img ofd2pdf pdf2ofd img2ofd ;( python ofd )

MC CityGen: Turn your own Minecraft builds into an entire city.

Living project docs for coding agents: keep guides, progress logs, change maps, and handoff context updated as your repo evolves.

High-performance Python developer tooling and engineering library for sms bridge.

gmission server

Code to reproduce the experiments in Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation (MEEE).

High-performance Python developer tooling and engineering library for hotspot analysis.

Learning to Recover from LLM Agent Failures at Test Time

Open Reality: phone video to AI-queryable 3D scenes. MCP tools for Claude/Codex/Cursor (npm openreality-mcp), the self-hostable broker, and the VGGT-SLAM library, in one repo. BSD-2-Clause.

High-performance Python developer tooling and engineering library for Topic and user profile analysis system.

LLaVA-Grounding developer tool

A local detector for AI-writing patterns. Scores every prose file your agent saves. Python standard library only, no network, no model.

Autonomous Python AI agent and orchestration framework for BidMaster Pro workflows.

High-performance Python developer tooling and engineering library for UniEmployee.

Benchmark for automated failure attributions in agentic systems (🏆 ICML 2025 Spotlight)

Local privacy preflight for files, folders, and archives—catch secrets, PII, metadata, and hidden document content before sharing.

Real-time causal inference framework for Web Vitals optimization using streaming SCMs, public CrUX/PageSpeed field data, and auditable intervention recommendations.

Token Cookie xsec_token App shield web xsec_token x-legacy-smid x-legacy-did x-legacy-fid x-legacy-sid x-mini-gid x-mini-sig x-mini-mua xy-common-params xy-platform-info main_hmac

MathLens Agent Skill Manim 1-10 0.2-1

bkk developer tool

Python version of OpenStego steganography tool with data hiding and digital watermarking capabilities

High-performance Python developer tooling and engineering library for easy 6digit domains.

GLOBEM developer tool

Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

Skill training with a corruption and reconstruction loop: train an agent's skill library, not its weights.

High Performance KV Cache for LLM Inference

High-performance Python developer tooling and engineering library for SCIG V2.0.

Research Artifact of USENIX Security 2022 Paper: Automated Side Channel Analysis of Media Software with Manifold Learning

[LIBERO-MAX] A paired benchmark for robot-policy robustness to controlled changes introduced during execution.

context-engine developer tool

VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model

proxy-multi-protocol-checker developer tool

Evidence-first infrastructure for reproducible, isolated executable evaluation and online rewards.

A game engine like Scratch.

Object detection GUI framework based on PaddleDetection

Agent trace and tool-use safety evaluation lab.

Python tiktok uploader that lets you upload and schedule tiktoks using favorited/searched sounds, hashtags, VPN, Telegram and more

C2S Agent is an lightweight AI Agent construction platform that provides configurable online Agents and MCP services, You can configure any HTTP request interface as an MCP tool. C2S Agent AI Agent Agent MCP HTTP MCP Agent A2A MCP

Official Implementation of ECCV2024 paper: Chat Edit 3D: Interactive 3D Scene Editing via Large Language Model

Agent skill from Y Build for turning AI images and videos into playable game art assets

[Public preview] Externally scored agentic ML research benchmark: 60 tasks, real competition ground truth. Open protocol, operated evaluation.

Open-source MCP server for safe, stateful AI-agent phone calls with OpenAI Realtime and Twilio.

Interactive, source-linked ML workflow diagrams written by your coding assistant (Copilot, Codex or Claude Code) and opened in VS Code.

GRRM developer tool

Multi-Agent Self-Supervision

Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Agentic RAG from actively selected GitHub public projects. It Augments through LLMs and Generates context for any coding question, in order to streamline the development of sophisticated AI-driven applications.

A local emulator for enterprise SaaS APIs — Slack, Gmail, Google Drive, GitHub, Jira, Notion, S3 and more — with the real response shapes, pagination, auth and per-document ACLs, over a corpus you supply.

High-performance Python developer tooling and engineering library for douyin live recorder.

📛 Autoxsh is an open-source tool that utilizes OpenAI's API to automate the generation and publishing of content on Xiaohongshu (Little Red Book), including images, titles, text, and tags.

Official PyTorch implementation of "RenderIH: A large-scale synthetic dataset for 3D interacting hand pose estimation", ICCV 2023

OpenLens AI A Fully Autonomous Multimodal Research Agent OpenLens AI

Ond ESG Intelligence Platform is a cloud-native solution that ingests ESG data, processes it with Azure Data Factory & Databricks, and applies AI/ML models on Azure ML for predictive insights. Power BI dashboards visualize current and forecasted ESG metrics, while GitHub Actions CI/CD ensures an automated, scalable pipeline.

Machine Learning Experiment Manage Platform

A Unified Parameter-Efficient Transfer Learning Benchmark for Computer Vision Tasks

Multi-Agent-GPT RAG agent GPT

A Flask-based framework for small and medium-sized book sales enterprises or online bookstore book management system.

A package for parsing PDFs and analyzing their content using LLMs.