Python Ecosystem Telemetry Index

Build realtime AI voice agents using FastRTC for low-latency streaming, Superlinked for vector search, Twilio for live phone calls, and Runpod for scalable GPU deployment.

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

Open-source benchmark for browser AI agents on daily tasks.

Autonomous Python AI agent and orchestration framework for echo agent workflows.

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

EvoOntology A Self-Evolving Ontology Layer for Data Agents ⚙️ EvoOntology Claude Code/Codex &

Interpretable AI framework for compliance risk screening on IRS Form 990 filings — transformers, GNNs, and temporal models with built-in explainability.

A hierarchical memory framework for personalized presentation agents. Try it at memslides.com.

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

Cortex local-first personal memory app

Orca: The World is in Your Mind

Stay ahead of AI trends with automated Reddit insights! 🚀 This tool scans AI-related Reddit communities in English & Chinese, using Reddit Official API, DeepSeek V4.1 by OpenRouter to analyze posts, summarize key discussions, and track trends. Daily rankings hot topics—catch emerging trends before they go mainstream! (Updated every 6 AM CDT)

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction (ICCV 2025)

[CVPR2025 && NTIRE2025] HVI: A New Color Space for Low-light Image Enhancement (Official Implementation)

[ICLR2025] Kolmogorov-Arnold Transformer

- AI PDF/Office Markdown MCP AI Vue3+FastAPI

Official implementation for "Towards a Unified Self-Distillation Framework for Large Language Models" (https://arxiv.org/abs/2605.06597).

FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.

A curated list of the best awesome AI plugins for AI assistants including Claude Code, OpenAI Codex / ChatGPT, Gemini, Antigravity, Pi / Oh My Pi, Grok, OpenCodek DSH, Kimi and More. https://hol.org/plugins

This repository explores explainable deep learning models for financial fraud detection and anomaly analysis. It integrates Graph Neural Networks (GNNs), Autoencoders, and SHAP-based explainability to identify and interpret fraudulent behaviors in transactional data.

MCP server for ArcticDB

End-to-end AI short-video production pipeline. FastAPI orchestration + Spring Boot gateway with multi-model failover, circuit breaker, metering, and full-stack observability. AI quality gating: prompt anchoring, CLIP consistency, AV sync auto-rescue.

Toolkit for collecting, merging, auditing, visualizing, and publishing RGB/RGB-D LeRobot VLA datasets.

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

AI agent for end-to-end software development, from requirements to operations.

[ICCV 2025] Official implementation of the paper “MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control”

[CVPR 2023 Highlight & IJCV 2026] GRES: Generalized Referring Expression Segmentation

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

Devnors Data - Python SDK , API, ,Legal Case, , ,Law Article, ,Company Registry, ,Annual Report, ,Tax Invoice, ,Dishonest Judgment Debtor, ,Enforcement Debtor, ,Keyword Index, ,WeChat Index, ,Hot Rank, , , ,Express Tracking, , ,/v1/data/query,API Key,MCP,AI Agent

A research-friendly, high-performance multi-agent collaboration coding framework.

The `systempath` is a library designed for Python developers, providing intuitive and powerful APIs that simplify file and directory management tasks, allowing developers to focus more on core business logic.

Governance standard and reference toolset for LLM-maintained knowledge corpora

Project Muteki ( ) Open-source AI-powered offensive security harness for automated penetration testing.

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

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

CubePlex is a cloud-native platform for managed agents in team workspaces — skills, shared memory, MCP tools, persistent sandboxes, governed access, and self-hosted deploy on Docker Compose or Kubernetes.

A decentralized agent network for building collaborative, LLM-powered agent-to-agent (A2A) systems.

High-performance Python developer tooling and engineering library for baota release.

Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works with LangChain, CrewAI, MCP.

AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat).

Open-source, self-hosted AI video generator — completely free. Text to multi-scene video with narration, subtitles, and digital anchor via Web UI, powered by Agnes AI.

GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models

End the "Where should we meet?" debate by instantly finding a spot that’s fair, convenient, and loved by everyone. An intelligent meeting point recommendation system.

AI AI AI vLLM / llama.cpp / Transformers

A production-ready FastAPI backend template with clean architecture. FastAPI

LLM4WM developer tool

Performance optimization for Centris software

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

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

Paper-Agent LangGraph NLP Paper-Agent

Autonomous Python AI agent and orchestration framework for Operant workflows.

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.

A lightweight multi-agent system

[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"

Python developer tool

An agent skills pack that turns an academic paper PDF into slides, a poster, a webpage, a Xiaohongshu post, or a WeChat article (paper2slides/poster/html/xhs/wechat)

Deep Skill Finder – Real Tests Real Reviews find skills that Real Work

[IEEE TIP] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes

multiPrime is a mismatch-tolerant minimal primer set design tool for large and diverse sequences (e.g. Virus). Here is a web-based version (test: http://multiPrime.cn)