Python agents

AIDOCS — AI Doctrine Orchestrator, Control & Security.

no-code, controllable AI workflows

Prizolov Agent OS: The Open-Source Orchestration Framework for Autonomous AI Empires. Built by Dm.Andreyanov for RAG-driven business automation.

AgentxSuite is an open-source platform to connect, manage, and monitor AI Agents and Tools across multiple MCP servers — in one unified interface.

🤖 This MCP server enabling AI agents to control Android devices.

A CLI to track the arc of AI-assisted projects. Uses Obsidian as the memory layer so every chat, implementation, and review starts with full context. Works with your coding agent of choice (claude, cursor, codex), optimized for parallel work in a monorepo.

Voice-based mock interview platform featuring intelligent conversation management and time-aware stage transitions

Python SDK for Osmosis AI training workflows. Supports two training modes with shared tooling for testing and evaluation.

A deep research agent implementation using Google's Agent-to-Agent (A2A) framework with Model Context Protocol (MCP) tools

GPU-Accelerated Data Science Agents

Orchestrated planning, security auditing, and code quality skills for Claude Code

Multi-agent Uncertainty Resolution Machine: predict public opinion with local-first swarm intelligence

Provide curated Anthropic-format skills for AI agents focused on robotics software, including practical patterns, code examples, and design principles.

Casra — Claude Code-native personal AI assistant 🦀

A robust city information workflow using Crew-AI, featuring multi-agent orchestration, Pydantic validation, and OpenLIT observability for monitoring AI interactions.

MAIL is the universal communication protocol for AI agent swarms—think SMTP for autonomous systems. It enables any AI agents to seamlessly collaborate on complex tasks across organizational boundaries, unlocking enterprise-scale automation with plug-and-play interoperability.

MCP server for Power BI - Business analytics and data visualization

An AI that builds a mental model of YOU.

This repo was built by using Claude Code and agent skills which are harnessed around the Architecture Compiler, a deterministic compiler turning constraints into reviewable architectural decisions with clear trade-offs and cost impact, based on 180+ curated design patterns. Refer to https://github.com/inetgas/arch-compiler for more details.

Cache-aware orchestration for LLM agents. Fork helpers that share cached prefixes, detect cache breaks, and cut token costs by 38%+.

🔬 Implementation of agent coordination architectures and scaling principles from 'Towards a Science of Scaling Agent Systems' (arXiv:2512.08296). Research-backed multi-agent framework with benchmarks and validation.

Prompts for AI-Driven Development Lifecycle (AI-DLC v1)／AI-DLC（v1）プロセスのためのプロンプトです

Agentic memory for the masses.

Cybersentry is a Python-powered cybersecurity tool designed for monitoring, incident detection, and active defense automation. It enables real-time network scanning, threat analytics, and response orchestration, providing security teams with actionable intelligence and customizable alerts.

Claude-Gemini MCP Bridge - Seamlessly integrates Google's Gemini AI with Claude Code via Model Context Protocol. Get dual AI perspectives on code review, brainstorming, and development. One-command setup with automatic configuration. Bridge two powerful AI models for enhanced workflows.

Python AI agent Framework

AI-powered self-hosted media automation agent — replace your entire arr stack with one intelligent pipeline

🐻 BearStrike AI: High-Signal Pentesting Console (MCP-First, Model-Agnostic). Build fast, low-noise security workflows with queue-first execution, skills-aware planning, and 150+ integrated tools.

A Python application that automates the organization of your Gmail emails into predefined categories (Passwords and Logins, Online Purchases, Promotions, Personal) using the Google APIs. The application automatically analyzes the content of the emails and applies appropriate labels based on configurable keywords. It also uses AI.

🧠 Drupal DevOps Co-Pilot — an open-source AI assistant that automates Jira, GitLab, Drush, and EC2 deployments using FastAPI and Ollama. From issue to deployment — faster, smarter, auditable.

2025 research prototype of an agent that adapts its own success criteria per iteration (MCDM-scored loop). Preserved as the conceptual origin of Bernstein — retrospective inside.

84 production-ready AI agent prompts + LLM-powered generators that create more. 12 departments, 20 industry playbooks, growing glossary. Not just prompts — a self-expanding library.

MemProcFS Agent Skill

Servidor local de skills com busca semântica para agentes de IA — reduz 85% do consumo de tokens tornando o conhecimento do agente reutilizável entre sessões.

Head-to-head benchmark comparing the official MCP to the MCP auto-created by Hintas.

AI-first web scraping engine with stealth bypass, MCP server, and multimodal output (Markdown, JSON, PDF) for agents and automation.

My learning and projects from Google’s 5-Day AI Agents Intensive course.

# This is no longer being update or maintained! ## PoC use only! A powerful command-line tool for interacting with Ollama models as a cybersecurity agent with pre-built expert prompts and specialized tools.

Modern cloud-native Agency Management System (AMS) for insurance agencies

AI-powered UNSPSC classification tool leveraging semantic search, vector embeddings, and large language models for enterprise-grade accuracy and performance.

A local agent architecture for semantic-aware interaction between large language models and multidimensional microscopy datasets inside napari

Lightweight and extensible memory layer for LLMs

Open-source standard for AI-readable web actions - enabling AI browsers to interact with websites efficiently

Temporal memory for your AI agents, financial research, and knowledge workflows.

A framework for resonance-based decision-making in artificial agents, combining celestial influences, memory feedback, and symbolic emergence.

AIDA-AUDIT: IDA Pro + MCP + AI agents for automated binary audit.

Cross-model shared memory for AI agents. One canon every model reads. Free OSS via pipx install memee. memee.eu hosts the Team edition with shared scope, SSO, audit log.

A reinforcement learning environment simulating hospital navigation, where AI agents learn to transport patients to treatment areas, optimize triage workflows, and manage medication logistics.

🎓 StudyAlpha is an intelligent, end-to-end AI Study Coach powered by multi-agent collaboration, memory-augmented reasoning, adaptive quizzes, and ML weakness prediction. Built for the Google × Kaggle Agents Intensive — Freestyle Track. 💡 Personalized plans • 🧠 RAG memory • 📝 Quizzes • 📊 ML evaluation • ⚙️ Streamlit UI

soami adalah starter framework modular yang bisa anda customisasi untuk membangun dan menjalankan AI Agents (seperti `Researcher`, `Planner`, dan `Coder`) berbasis Python, Flask. Cocok untuk membangun prototype AGI atau AI tooling dengan sistem orchestrator, memory, tools, dan vectorstore.

A comprehensive template for developing and deploying AI agent applications. Features Microsoft Agent Framework, AG-UI integration, CopilotKit frontend, Azure-native services, observability, and IaC-based deployment.

Helps you organize file systems with YAML-based rules for automated operations.

The free agentic AI course. 12 lessons, 12 concepts, real models. Read the framework — it's the textbook.

A curated map of agentic AI systems — covering architectures, frameworks, memory, evaluation, and safety. 🌟 Star if you like it!

A deterministic, reproducible test environment for AI browser agents

The only agent memory that gets better over time. Nightly consolidation, active forgetting, salience scoring. 9.01/10 on AMB benchmark. Local-first, Apache 2.0.

Ready-to-read fresh context for personal agents

Local-first Obsidian memory bank CLI for AI coding agents, with run logging, linked project notes, compaction, and search.

Intelligent middleware platform for Claude Code — route to any model, track costs, cache responses, auto-failover, with a 31-agent AI development team built in

An MCP server that provides a secure isolated environment for executing Python code.

Observantio's Resolver is a ground-up AI engine for modern observability. It correlates metrics, traces, and logs into a unified intelligence layer that detects anomalies, forecasts trends, and automates root cause analysis (RCA).

loafer is an AI agent designed to automate the ETL (Extract, Transform, Load) process, enabling data engineers to efficiently transform and load data into their target systems.

Advanced Claude skill to analyze Polymarket traders. Fetches on-chain data, computes ROI/performance, and detects trading strategies (Arbitrage, Whales, Market Making).

A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability

OpenClaw orchestration and workflow control-plane with subagent-first execution and tmux compatibility.

An SDK for Python AI Agents. Under heavy development.

MCP-one is a central server that connects multiple independent MCP servers and exposes a unified interface to clients (LLMs or applications).

galdr — AI music perception framework. Translates acoustic signal into structures an LLM can encounter. Stateful listener, pattern analysis, harmonic decomposition.

🧜‍♀️Iara is an automated, project-agnostic, and configurable code review tool designed to run in CI/CD pipelines or locally via CLI. It uses the OpenRouter API to access various LLM models (Llama 3, Gemini 2.0, etc.) for free or through paid plans.

Open platform for AI agent networks — semantic discovery, a secure broker, and multidirectional agent-to-agent communication with Google A2A protocol support. Async Python (FastAPI), Postgres, Qdrant, Redis.

Modular framework for running Claude agents as cron jobs, services, and scheduled workflows. Slack notifications, cost tracking, and AWS Bedrock support.

AI alignment framework. Nine interdependent theories — CASCADE, AURA, LAMAGUE and six more — each mathematically proven, each converging on the same constants. Banach fixed points. Constitutional invariants. MCP extension for Claude Code. Built by one self-taught researcher. Open. Testable. Human.

korveo — the open-source firewall & flight recorder for AI agents. Local-first, Apache-2.0.

The open-source testing framework for AI agents. pytest-native, async-first, safety-aware.

Conformance test for stateful AI agents. Measures state correctness over time.

The League of Agents (OpenLOA): An extensible orchestration framework for creating personalized AI agents with modular tools and custom interfaces. (智能体联盟 (OpenLOA)：一个可扩展的编排框架，用于通过模块化工具和自定义界面创建个性化 AI 智能体。)

Automatically generate high-quality company research reports.

Platform-agnostic project management system for seamless collaboration between humans and AI agents. Features: Kanban board, REST API, adaptive UI, zero-config agent integration.

Managing Memory in LLMs with LangMem.

AutoTask: a novel LLM framework to execute user commands by exploring and learning from mobile GUI.

Official implementation of the paper "GazeInterpreter: Parsing Eye Gaze to Generate Eye-Body-Coordinated Narrations" (AAAI 2026)

LLM-based agent for in-depth photo/image manipulation

SearchSynth fetches and summarizes web search results using SerpApi and Groq for insightful analysis.

Official Python SDK for FoxNose

NLP server housing intent and NER models as well as an LLM agent with long term memory vector store for Ditto assistant clients.

LLMs to take action and execute the actions.

An experimental LLM Agent to build integrations for you.

🔍 Automate penetration testing with an intelligent agent that organizes security assessments, leveraging local LLMs and Kali Linux for effective exploitation.

两个文件实现的轻量化浏览器 agent。简单、开源、基于 Playwright

A python package for extracting composition-property data from scientific articles for building databases

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories

Portable_TA is a lightweight, OpenAI-compatible LLM service that acts as an always-available AI Teaching Assistant. It provides document-grounded answers using RAG, maintains conversation memory, and integrates easily with tools like OpenWebUI for fast, portable, and intelligent student support.

Outline-Driven Development for Gemini CLI - methodology + skills + agents for Google Gemini coding workflows.

LLMWorkbook is a Python package that integrates Large Language Models (LLMs) with tabular datatypes - workbooks and dataframes for seamless data analysis and automation.

LOAB: A benchmark for evaluating LLM agents on end-to-end mortgage lending operations under real regulatory constraints.

AMI is an AI powered by plug and play Headspaces that define its ability to interact and its responsibilities.

LangChain integration with LINE Bot and Google Calendar link generator

Preserving entities through the integration of knowledge graphs, Llama 2, vLLM, and LangChain.

Gemini-Powered-MultiPDF-Chatbot is a Streamlit application that leverages Google Generative AI Gemini and LangChain for conversational question-answering based on PDF documents. This chatbot allows users to ask questions related to the content of uploaded PDF files.