Python Ecosystem Telemetry Index

FuXi is a fast, self-contained AI coding agent that lives in your terminal — edit code, run commands, and drive tools, with cost-aware routing across LLM providers.

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

LLM-powered conversational data analysis agent that generates interactive visualizations and business insights without SQL.

Building a Neural Network-Native Engine (3N). Python authoring, C++ runtime, Vulkan/WebGPU. Windows, Linux, Android and Web.

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools.

RPent: Agentic Infrastructure for the Physical World

Adaptive task scheduling for multi-core CPUs using DQN with DVFS & thermal-aware reward; includes simulator, baselines, training, evaluation, and plotting.

Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent.

Build your HUMAN.md.

The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

High-performance Python developer tooling and engineering library for cs336 note and hw.

Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

Automated video and media editing deck powered by multimodal LLM scene analysis.

Lightweight hierarchical long-term memory engine for LLM conversational agents.

AI XiaoyaoSearch Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

Cortex local-first personal memory app

MCP server for ArcticDB

[ICLR2026] Official implementation for "JanusVLN: Decoupling Semantics and Spatiality with Dual Implicit Memory for Vision-Language Navigation"

Self-hosted automated programming pipeline and agent evaluation harness.

Oracle3: open-source trading engine and MCP server for prediction markets. Finds fee-adjusted no-arbitrage violations across related event contracts and trades them live on Kalshi, Polymarket and Solana, or on paper, under pre-trade risk limits. 13 MCP tools, JSON CLI, agent skills, 600+ tests.

[AAAI26 Oral] "SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection" and [ICML 26] "Unifying Heterogeneous Multi-Modal Remote Sensing Detection Via Language-Pivoted Pretraining"

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

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

MathLens Agent Skill Manim 1-10 0.2-1

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

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

High Performance KV Cache for LLM Inference

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

Cloud-native infrastructure and observability control plane for proxy multi protocol checker.

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

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

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.

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.

This is a collection to restore all the Italian brainrot.

Autonomous Python AI agent and orchestration framework for qaa airtype workflows.

An open protocol for discovering A2A-capable AI agents on local networks — the discovery & trust bootstrap layer beneath A2A (mDNS/DNS-SD, well-known endpoints, signed AgentCards).

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

[NeurIPS'26] Official Implementation for AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent(https://arxiv.org/abs/2602.03955)

Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, server-side aggregation, and safe defaults that reduce data wrangling.

visuotactile benchmark for the deformable object manipulation

Official Portainer MCP server

High-performance Python developer tooling and engineering library for VLM VPI.

Automated technical recruiting aggregator and resume-to-role matching assistant.

High-performance Python developer tooling and engineering library for linuxdo checkin.

wazuh azure security-operations siem mistral llm hipaa terraform aks mlops soc open-source azure-api-management lora fine-tuning

`xxg-portrait-rebuild-light` is an image-edit skill for existing portrait photos. It reconstructs the key light, fill, shadows, and background atmosphere with a director-led lighting workflow while restoring clean, healthy, low-contrast photographic skin microtexture.

Pipeline for removing background noise, diarization, and transcription with insanely-fast-whisper

JarvisCore is a runtime where AI agents operate as a fleet of equal peers. Agents discover one another by capability, execute tasks from a shared ledger, and authenticate to every external service through a zero-trust broker, never with their own keys.

Small decision models (jev style) for latency critical scenarios

Rubric-oriented document set evaluation and selection for RAG.

(VillagerAgent ACL 2024) A Graph based Minecraft multi agents framework

⚡Extracting the Machine Readable Zone (MRZ) from passport or any document images

RAG PDF Agent scope FastAPI + Vue3

Offical implementation of "Visual Instruction Pretraining for Domain-Specific Foundation Models"

Benchmarking Coding Agents for Interactive World Modeling from Embodied Videos - Rethinking Embodied Real2Sim from a Software Engineering Perspective

Containerized desktop environment and virtual GUI runtime for autonomous computer-use AI agents.

[ICLR 2026] Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs

Claim-Driven Development: turn software intent into verifiable evidence.