Python agents

The first longitudinal benchmark for AI memory systems. Test LLM agents, RAG pipelines, MCP servers, and memory backends across 1,000 sessions.

Automated security auditing CLI for AI agent code — quarantine-first workflow for repos, packages, and agent tooling

Production-ready autonomous coding agent with React UI. Two-agent pattern, JWT auth, loop detection, checkpoints & rollback. Built on Claude Agent SDK.

Build AI agents that survive database schema changes using OWL ontologies

Controlled rolling-context conversation runtime for Claude. Stop your agent from running away with your bill.

Collection of subagents for Claude Code with configs spanning ideation, editing, version control

The economic layer for agent-to-agent negotiation. Binary protocol, Ed25519 identity, price oracle.

One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instruction files (Claude, Cursor, Windsurf, Copilot, Gemini), reusable skills, and MCP server for AI coding assistants.

Demos showing how to build with Feldera

100 game design lenses applied to your design artifacts via Claude Code or Codex. Auto-picks 3-5 relevant lenses, hedged multi-direction output. / 100 个游戏设计透镜审视设计 artifact。

An interactive analytics dashboard designed to visualize the difficulty distribution, vulnerability coverage, and structural diversity of the Xbow benchmark suite.

Turn any earnings PDF into a full DCF valuation with AI agents using Skills.

AI-powered research collaboration platform using Google Gemini. Find papers, generate proposals, and connect researchers in minutes.

VoiceAudition — the voice casting director for AI agents. Cross-provider TTS voice discovery and recommendation.

Automatically detect and disable irrelevant Claude Code skills per project to save tokens and streamline your tech workflow.

Structured knowledge packs that turn AI agents into domain experts — for products, people, and processes.

Ready-to-import workspace examples for Friday — agentic workspaces that run on a schedule, react to signals, and stitch together LLMs, MCP servers, and your tools.

Codex skill for agent-ready Linear project planning, execution ledgers, and issue-state hygiene

OpenDream — open-source memory consolidation for AI agents. Reads past any LLMs sessions, dreams across them to extract patterns, and writes consolidated memory into AGENTS.md so the next session starts smarter. Local SQLite, BYO LLM, no SaaS.

🦞 The remote for your AI coding agents — Telegram bot for Kiro, Claude Code, Gemini, Codex

Automate the evolution and optimization of Hermes Agent’s prompts, skills, and code using genetic algorithms without GPU training.

Can AI agents do real science? Benchmarking AI agents on KASCADE cosmic ray classification

Curated AI agent skills for coding workflows and decision-making. Packaged for the skills.sh ecosystem.

Extremely fast indexed keyword search for agents.

AI agent memory using Modern Hopfield Networks — no LLM calls, no database, one matrix multiply. MCP server for Cursor, Claude Code, and other AI coding agents.

Comprehensive agent analytics suite for AI agents built with the Google Agent Development Kit (ADK) , LangChain or other popular frameworks, powered by BigQuery Agent Analytics plugin and Grafana

Formal behavioral specification and runtime enforcement for autonomous AI agents. Agent Behavioral Contracts (ABC).

Claude Skill : Roast analysis Disease diagnosis Business decisions Product descriptions Brew troubleshooting & Coffee Ecosystem. Skill.md for AI Agent , Claude Skill

AI Research Lab for Crypto Markets — Solana signals, on-chain data, and auto-posting powered by Claude AI

Gemini stands at the door. Independent quality gate that audits Claude Code's output before it can stop.

K-Storm multi-agent research brainstorming

StackChan WebSocket Control Server

A pure Python implementation of ReAct agent without using any frameworks like LangChain. It follows the standard ReAct loop of Thought, Action, PAUSE, and Observation. The agent utilizes multiple tools, including Calculator, Wikipedia, Web Search, and Weather. A web UI is also provided using Streamlit.

Autonomous agent OS: multi-agent system that turns GitHub issues into shipped PRs — task routing, self-healing CI, sprint planning, zero human intervention

Markdown protocol for multi-vendor AI agent teams — capability cards, bandit routing, and lessons that compound.

LLMs playing MUDs, no world model, self-improving prompts

Local-first RAG engine with cited answers from your own docs. GraphRAG, sealed sharing, MCP-native, VS Code Copilot integration. Nothing leaves your machine.

Home AI Server provides the backend infrastructure for the Home AI system. It manages user data, conversations, and the interaction with Large Language Models (LLMs). The server runs locally, ensuring that all user data stays within the local network for maximum privacy.

Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, and procedural memory systems.

🚀 Transform Any PDF into an AI-Powered Q&A Chatbot!

The GenericSuite AI for Python (backend version)

Este repositório reúne uma coleção de recursos e ferramentas relacionadas à inteligência artificial generativa (IA Generativa). Organizado em tópicos específicos, você encontrará links para cursos, documentação, vídeos educativos, projetos práticos e muito mais.

Code Documentation, redefined: Where AI Meets Clarity!

THIS IS AN WEBAPP BUILT WITH STREAMLIT AND PYTHON CHAT WITH PDFs

Automatically generate BDD test scripts from JIRA stories using AI! This tool leverages OpenAI's language models and LangChain to analyze your JIRA stories and generate comprehensive Gherkin-style acceptance criteria.

本应用是一个建的极简跨平台桌面AI应用，用户可以在桌面快速利用快捷键调出桌面进行对话，减少调用AI的时间。本应用预设了多个专业prompt，极度提高用户的对话体验

An ReAct agent that role-plays as the heroine "Wise Wolf" Holo of Isuna Hasekura‘s light novel Spice and Wolf

RAG template using FastAPI and LangChain

Multi-agent AI research assistant coordinating specialized agents with LangGraph. Leverages multiple research tools (Wikipedia, arXiv, etc ) with full LangSmith tracing for transparent reasoning. Delivers comprehensive scholarly answers through Groq-powered agents working in an orchestrated workflow, through a user-friendly Streamlit interface.

AI-powered codebase onboarding tool — point it at any repo and ask questions about the code. Uses tree-sitter parsing, RAG, and local LLMs.

Enterprise multi-Agent sales enablement platform with hybrid RAG, memory, workflows, evaluation, and observability.

SHCIA is an Agentic AI Platform designed for high-availability cloud environments. It operates as a multi-agent system that continuously monitors, diagnoses, and auto-remediates infrastructure failures across microservices with zero human intervention for known failure classes.

AI-powered reconnaissance framework for bug bounty hunting (ongoing).

Fusion 后端：统一多模型接入，提供 Agent 对话、文件解析、向量检索与知识库能力。

Document Responder - Multi Agent AI - Powered By OpenSource LLM (Llama3 - 8b)

Free Search is a wrapper on top of publicly available SearXNG instances to give free internet access as a rest API.

ChatAgent 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、MCP 协议、RAG、Memory、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。

AI News Agent is an automated news aggregation and summarization system powered by CrewAI. It uses AI agents to curate, analyze, and deliver personalized news articles based on user preferences. The system integrates NLP for topic extraction, real-time updates.

OpenClaw Feishu Multi-Agent

🎨 Generate stunning images from text or reference photos with the Nano Image Generator Skill for Gemini 3 Pro, offering versatile outputs and high resolution.

Open-source multi-agent AI debate arena: pit Claude, GPT, Gemini, Ollama & HuggingFace models against each other with frozen-context fairness, evidence-first judging, 20+ personas, code review, and PDF/Markdown reports. CLI + Web UI.

A neutral protocol for coordinating intent across humans and agents. Goal lifecycle, state, auditability.

Local-first agent OS. Spawn persistent AI agents that collaborate, write code, and use tools autonomously. Multi-model (Claude, Codex, LM Studio). Config-driven with pre-built agent presets.

Madrox — Multi-Agent Orchestrator for Claude & Codex. MCP server that spawns, delegates, and coordinates parallel AI agent teams via tmux.

🤖 Orchestrate AI agents for seamless teamwork in software development, enabling efficient collaboration through dependable messaging protocols.

Marketing AI Chief of Staff. Multi-agent social simulation with LightRAG knowledge graphs. Preview how your content spreads before you publish. Ollama local LLM supported.

Enable multi-agent orchestration for Claude Code with parallel execution, automated quality checks, and coordinated management tools.

Algorithms for computing or learning equilibria in multi-objective games

Professional multi-AI development environment with intelligent cost optimization (<5/month)

Super simple autonomous agent that can organize complex projects, surf the web, write code, and run commands locally on your machine. Uses a free Gemini API key.

Optimal stopping agents powered by generative large language models

A Pydantic Ai powered app that converts social media posts or videos into structured cooking recipies.

Eval-first AI agent that triages property maintenance emails. The real work is the eval system around it: trace-driven error analysis, code graders and validated LLM-as-judge (TPR/TNR), component and end-to-end evals, a failure taxonomy, and a CI regression gate. LangGraph, FastAPI, Langfuse.

A standalone cognitive memory system for AI agents with advanced human-like learning patterns.

An Openclaw-like assistant designed to be lightweight and intuitive.

The protocol to give AI apps your life's context

An AI agent that decides how I spend my hour. Composes a daily commute briefing from email, podcasts, AI videos, and gym classes — narrated by ElevenLabs, mixed with Lenny's actual podcast voice, delivered to my iPhone.

FinAUDIT is an AI-powered financial data health and compliance system that automatically audits datasets against global regulatory standards (GDPR, Visa CEDP, AML, PCI DSS, and Basel). It combines a deterministic 30-rule engine for rigorous data quality scoring with a Generative AI Analyst (Gemini) to provide natural-language answer.

Structured OpenAI Agents SDK guide with daily topic updates, practical code examples, and inline explanations.

A Python SDK for building LLM-powered multi-agent systems using the Blackboard Pattern.

Meta-Agentic Ai Orchestration Platform For Developers and Data Scientists Developing Full-Cycle(E2E) AI Projects

Build and manage intelligent hybrid AI agent systems that combine multiple models to enhance automation and decision-making.

Analyze and rate KOL pricing and reach with data-driven tools for clear, efficient influencer marketing decisions on Douyin and similar platforms.

StoryCraft is an AI-Powered Video Agent System that understands intent, constructs storylines, orchestrates narrative flow, and generates fully edited cinematic videos.

Airline customer service agent on AWS Bedrock AgentCore with dual-memory: conversation history + Solutions Memory for successful cases. Users click "Like" to save resolutions for future reference. Includes Gateway policy engine, MCP tools, and Cognito auth. Handles refunds, delay compensation, and loyalty rebooking.

AI-driven design optimization of a 3D-printable anti-glugging vortex funnel. Automates the loop: parametric CadQuery geometry → OpenFOAM CFD (interFoam VOF multiphase via Docker) → multi-fidelity Bayesian optimization (scikit-optimize) — driven end-to-end by a Claude Code skill.

An interactive LLM NPC sandbox for everyone using local Ollama or LM Studio agents!

A modular Python orchestrator for agentic workflows, enabling multi-step task planning, model routing, debate, judging, and verification.

Contract-driven, agentic system for deterministic CAD generation from natural language using headless CAD

Unified MCP server for all League of Legends Riot API endpoints.

Convert natural language to terminal commands using AI. Simply AI helper in the Terminal

Anti-Gravity: The Agentic OS that turns AI (Antigravity, Cursor, Codex, Claude Code, Gemini CLI, OpenCode, VS Code) into disciplined senior engineers. A 150+ file architecture featuring persistent memory, execution workflows, and state-of-the-art UI/UX generation.

JARVIS-level AI assistant with 70+ features: Voice control, Computer Vision, AR, Gesture recognition, Multi-provider LLM (6 providers), Bug bounty automation, Code generation, Business intelligence. 2-4x more powerful than ChatGPT!

MCP server for querying SDTM annotations from annotated CRF PDFs

An AI-powered portfolio analysis assistant for Zerodha Kite users, built to learn MCP + LLM + RAG + Agentic AI fundamentals

카카오톡 기반 가상 주식 투자 게임 챗봇 [만렙개미] - 실시간 시세 연동, 매수/매도, 각성/배틀/미션 등 게임 요소

Deep learning–powered platform for skin disease image classification and symptom-based disease prediction using a conversational LLM chatbot. Combines computer vision (MobileNetV2, EfficientNet) with natural language processing for interactive, user-friendly medical guidance.

Self-hosted AI character roleplay system. 100% local, zero data leaks. Your conversations stay on YOUR computer. Open-source Character.AI alternative using Ollama.

🧬 灵魂存档 — 通过日常对话静默构建你的数字人格克隆体 | A silent engine that builds digital personality clones through everyday conversations