Python agents

WormGPT is an experimental AI project designed strictly for educational, cybersecurity research, and defensive testing purposes only. It is intended to help developers, researchers, and students understand AI behavior, prompt injection risks, and security vulnerabilities in language models.

A trading AI agent based on Perplexity, QuantiQ and OpenAI models.

A targeted resource for mastering LangChain, featuring practice problems, code examples, and interview-focused concepts for building AI applications with Python. Covers chaining LLMs, memory management, and tool integration for technical interview success.

A collection of examples demonstrating how to build AI agents that integrate with the Xero API using various agentic frameworks and the Xero MCP (Model Context Protocol) Server.

LLM orchestration toolkit for agent workflows: planner + workers + synthesis, optional router (LLM + learned fallback), supports OpenAI/Anthropic/Ollama/llama.cpp, real scraping with caching, MCP server integration, and a TUI chat UI.

Airtap skill for agents like codex, claude, openclaw

Not another agent orchestrator — ORCA is a runtime for executable cognition.

【ICML2026 Spotlight】 T2PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

Production-shaped MCP server for Blender with goal-first routing, curated tools, deterministic verification, and vision-assisted 3D modeling workflows.

Clyro is a governance platform for AI agents. While most tools let you watch agents fail, Clyro stops failures before they happen, catching infinite loops, runaway costs, and policy violations in real time.

Agent Dashboard: Visualization and analytics for Sessions and Quota Usage. Track, analyze, and optimize token usage across providers with heatmaps, cost tracking, token counting and quota resets..

Hello-AI是一个面向小白的 AI / LLM 学习入口平台：把 AI 基础、提示词、工具使用、RAG、Agent、部署、评测和安全常识串成一条能走通的路，并提供案例、练习和可复现项目让小白把这条路走通。

The implementation of the paper "Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems"

OpenAI-compatible proxy for assistant-ui.com free LLM endpoint. Supports streaming, tool calling, vision, and 5 models.

Mandol: An Agglomerative Agent Memory System (https://arxiv.org/pdf/2606.29778)

docker region:us

transformers safetensors qwen2 text-generation code chat

Self-contained, Dockerized offensive security challenges for evaluating AI-powered penetration testing agents. Covers modern tech stacks (Node.js, Python, Go, Java, PHP, Ruby) across diverse vulnerability classes and target environments from basic injection to multi-step exploit chains, sandbox escapes, and defense-enabled environments.

基于 KouriChat 的 Dify 集成情感陪伴机器人，支持微信，增强 AI 交互。

Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with query-dependant TTL that no API offers.

Agent orchestration framework with Git-backed storage. Every turn is a Git commit - inspectable, rewindable, forkable.

The CUSTODY(TM) Framework for AI Agent Containment

Private local AI Photographer Agent on AMD Radeon and ROCm

开源终端 AI 编程 Agent：以在线 Evidence Runtime 验证链（LLM 输出是 Claim、工具结果才是 Evidence）为核心。SWE-bench_Lite 官方评测 40.0% 实例级通过率（同模型 A/B +6.7pp，可复现报告）。7 种推理范式、MCP 工具、落盘补救与验证闭环。Python。

Claude-type skills for institutional equity research — 25 AI agent skills with SEC filings, XBRL financials, earnings calendars, DCF/comps/LBO models, and PPT generation. Powered by agentii.ai data plane. Works with Claude Code, OpenCode, Codex, OpenClaw, Goose.

Run scripts, explore your genome, and get personalized explanations — all in natural dialogue.

Enterprise-grade graph-powered code intelligence engine. Deep structural awareness for Laravel, PHP, Python, and JS. Powers AI agents with high-fidelity architectural context via MCP & Neo4j.

Submit trading order to CEX & DEX with multi messaging platform and plugin support | EST. 2022

Fibo is a cutting-edge framework designed to build and deploy AI agents that seamlessly integrate automated task execution with interactive chat capabilities.

Python package that provides an agent framework that can be used to build agents that serve Sentient Chat events.

Claude Code skill that forces AI to understand before executing. Three disciplines: cognition check, requirement understanding, method search.

Long-term Research Assistants with Self-Scheduling

🤖 Sam-assistant is a personal assistant that is designed to understand your documents, search the internet, and in future versions, create and understand images, and communicate with you. It is built in Python, mainly using Langchain and implements most of Langchain

Fully automatic asynchronous AI operated Twitter bot using Large Language Models through OpenAI and Hugging Face to schedule and generate contextual content.

My first attempt at building an AI "agent". The agent will try iteratively solving Advent of Code puzzles.

Simple keras chat bot using seq2seq model with Flask serving web

Download music and play on Telegram for free

VSCode coding companion for software teams 🦆 Turn your team insights into a portable plug-and-play context for code generation. Alternative to GitHub Copilot & OpenAI GPT powered by OSS LLMs (Phi 3, Llama 3, CodeQwen, Mistral, etc.), made with ❤️ using FastAPI & Ollama.

A Production-Ready agent components framework that compatible with other agent framework, such as agentscope, langgraph, autogen, more on the road

RinAI agentic chat stack. Includes graphRAG memory, parallel tool calling, DeepSeek R1 powered web search, advanced LLM gateway and active context summarization.

Task-oriented Dialog Policy Learning with Multi-Agent Reinforcement Learning

Build production-ready AI agents in days, not months. Python 3.13+. Save development time with minimal code, deploy anywhere with confidence, and scale from simple assistants to complex multi-agent systems without the headaches.

This project demonstrates a multi-agent system using Google's Agent Development Kit (ADK), Agent2Agent (A2A) and Model Context Protocol (MCP). that integrates Notion for information retrieval and ElevenLabs for text-to-speech conversion.

Multi agent scalable reinforcement learning for formation control with collision avoidance

Formation control for a multi-agent system in a bidimensional space. Various types of formations available. Implementation in ROS2 Foxy.

Enhanced and elegant flexible peak/loop/domain -calling and analysis tool for 1D/3D genomic data.

AgentPro is a lightweight library for developing ReAct-style agents with tools, knowledge base, memory and reasoning.

Lightweight, local-first memory for AI agents. Hybrid vector + BM25 search, LLM-powered fact extraction, zero infrastructure — just pip install.

Code and data repo for "DiagGPT"

AI Coach Powered by Cole's Content (RAG AI Agent)

A complete Retrieval-Augmented Generation (RAG) application that demonstrates modern AI capabilities for answering questions about Ultimate Frisbee rules and strategies. This project showcases how to build a production-ready RAG system using cutting-edge technologies.

OpenThaiRAG is an open-source Retrieval-Augmented Generation (RAG) framework designed specifically for Thai language processing. This project combines the power of vector databases, large language models, and information retrieval techniques to provide accurate and context-aware responses to user queries in Thai using OpenThaiGPT 1.5 as LLM.

MASA: Developing A Multi-Agent and Self-Adaptive Framework with Deep Reinforcement Learning for Dynamic Portfolio Risk Management.

[ToN 2024] Ensuring Threshold AoI for UAV-assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning with Transformer

Light weight Claude Skills and Agents for every day tasks.

LangGraph Mastery Playbook: guided, code-first lessons for building memory-aware LLM agents and workflows with LangGraph, TrustCall, and LangChain.

HTTPS C&C Framework with encrypted beacons, web dashboard, and Windows agent.

KGARevion: AI Agent for Knowledge-Intensive Biomedical QA

Official Code for "Continuous Locomotive Crowd Behavior Generation (CVPR 2025)"

DeepAgent 기반 Research(연구) Multi Agent System 구축 - Context Engineering

Sample for context-aware Agentic RaG, Q&A with multi-source verification, and self-curating knowledge base. Powered by Azure AI Foundry Agent Service, Azure AI Search with agentic retrieval and query rewrite, Semantic Kernel and LangGraph agents running in Azure Container Apps, and ready for Copilot Studio

Voice AI agent for reactivating cold leads through personalized calls, assessing their interest with AI agents, and syncing insights directly to your CRMs.

Your Digital Companion. Self-hosted Telegram bot orchestrating multiple AI providers (OpenAI, Anthropic, Google, xAI, DeepSeek, Mistral, Alibaba, MiniMax) with autonomous agent capabilities, MCP integrations, and async task execution. Not a tool. A partner.

AI tools & automation for creating short viral videos using VEO3 model

modular, service-oriented CAD

Official Implementation of AAAI 2025 paper "MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents"

Python SDK for interacting with the Moorcheh Semantic Search API v1. Moorcheh provides ultra-fast, highly accurate vector similarity search and analysis capabilities based on information-theoretic principles.

Since November 2025 D-PC Messenger, a decentralized, Privacy-First Infrastructure for Human-AI-Team Collaboration

(Let's start with a) Scalable question-answering system utilizing FastAPI, LangChain (LCEL), and PGVector, featuring an ingestion pipeline. Deployed on GCP Cloud Run via Terraform.

AI Lawyer is an intelligent reasoning legal assistant powered by DeepSeek , Ollama RAG and LangChain, designed to streamline legal research and document analysis. By leveraging retrieval-augmented generation (RAG), it provides precise legal insights, and contract summarization. With an intuitive Streamlit-based UI, analyze legal documents.

BitQuant is an open-source AI agent framework for building quantitative AI agents, leveraging specialized models for ML-powered analytics, trading, portfolio management, and more.

This repository provides an OpenAI Gym-compatible environment for production scheduling tasks, designed to benchmark reinforcement learning agents in job shop and flow shop settings.

This Chatbot helps farmers make informed decisions by leveraging the power of LLM Model from OpenAI.

The open-source foundation for production Voice AI. Build, scale, and own your AI calling infrastructure. Bridge legacy SIP to modern LLMs over ultra-low latency WebRTC pipelines. Zero platform fees, BYOK, and full data sovereignty.

memweave is a zero-infrastructure, async-first Python library that gives AI agents persistent, searchable memory — stored as plain Markdown files

Local LLM-maintained personal wiki, built on Karpathy's LLM-Wiki pattern. Runs on Ollama + Qwen3 + QMD.

A minimal, composable AI agent harness framework in Python.

Extract Google Maps business leads and enrich contact details using AI & web scraping

Engineering-grade ROS 1 / ROS 2 skill for Codex, Claude Code, and Gemini CLI.

AI-powered learning platform with 6 specialized agents for personalized education. Features adaptive roadmaps, quizzes, tutoring, RAG document Q&A, and learning style adaptation. Built with Phidata, Streamlit, and LangChain.

Premortem skill for Claude Code — finds the concrete ways a plan could fail before commitment. Multi-agent silent scan, mitigation triplets, history snapshots, reverse-premortem. Klein 2007 + Kahneman outside view.

Money Atlas Skill.md (Claude Skill) For AI Agent A Genesis Protocol-powered intelligence system for financial markets, macroeconomics, and geopolitics. Core Systems - Genesis Protocol (First Principle + System Thinking) - SMC Layer Engine (Quant price structure)

A Claude skill that teaches your AI to watch videos. Use it to learn, absorb, copy, or give visual feedback like you would to a real person.

EvE is an open-source framework for co-evolving ensembles of coding agents. Wrap Codex into an evolutionary loop that co-evolves solvers and agent guidance.

Open-source deep research MCP. Qwen3-30B-A3B-Thinking via OpenRouter, cited web synthesis for Claude Code, Codex, Cursor, Hermes and any MCP-compatible agent.

AI agent skills and MCP integration for Credyt — real-time usage-based billing for AI products. Works with Claude Code, Cursor, Codex, and Copilot. Add wallets, credits, usage metering, and a customer Billing Portal to any project with a single prompt.

Long-term Research Assistants with Self-Scheduling

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

AgentCat is an analytics platform for MCP server owners 🐱.

Sistema RAG con 6 arquitecturas implementadas como microservicios independientes en FastAPI + Docker: Naïve RAG, Advanced RAG, Modular RAG, GraphRAG, Agentic RAG y Hybrid RAG. Cada una incluye embeddings locales con sentence-transformers y se conecta a cualquier LLM vía API compatible OpenAI. Ideal para aprender, comparar y prototipar patrones RAG.

Curated, verified Agent Skills powered by ModelStudio.

MIT-licensed, backend-agnostic AI agent orchestration loop in Python: orchestrator→worker→reviewer as a deterministic harness. Drive coding-agent backends through an MCP server + CLI.

Convert HTML slide decks to truly editable PPT / .pptx - text stays native PowerPoint textboxes, not screenshots. Agent Skill (Claude Code / Cursor / Codex / opencode) + plain Python CLI.

👁️ LLM-native static vulnerability detection. An LLM reads your source like a human auditor, point it at any local folder or repo and get a reviewable vuln report. Auto-enriched prompts, adversarial validation, opt-in fix-verify. Runs on Claude Code / Codex / local OSS. Bug-bounty triage is one mode. Detection-only, read-only.

gradio region:us

An agent that edits your Word and Excel files — then looks at them, through real Microsoft Office, to check its own work

Auditable multi-agent A-share factor research, knowledge base, long-only backtesting, AutoCombine and QuantCombine.

Production-grade AutoCAD MCP server for AI agents — 122 tools, dual COM (live AutoCAD) + headless ezdxf engines, ISO GD&T and dimension-tolerance validation for CAD automation.