Python agents

Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.

Universal Zero-Refusal Agent Framework - 40+ jailbreak templates (T1-T119), 1128 curated skills, executable framework-core, installer untuk Hermes/Claude/Codex/opencode. Verified.

This repository contains the code for the paper "EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval"

A lightweight CLI tool for RAG over local documents

Local and cloud GPU interference model orchestrator exposing OpenAI-compatible API from different engines

Autonomous research agents that co-develop benchmark tracked repos

Multi-language Active Inference framework combining ant-colony-optimization-inspired multi-agent simulation with variational message passing, implemented across 50 programming languages for research and benchmarking.

AI recruiting & hiring engine for Claude Code. Job description optimization, batch resume screening, interview frameworks, salary benchmarking, offer letters, onboarding plans & PDF reports. 14 skills, 5 parallel agents. Recruiters charge $15-$30K per placement.

MM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling Agents

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents

Harness-based Agentic RAG: search, understand, and answer questions over documents and code using an AI coding agent harness (Cursor, Claude Code, Codex, etc.) in a sandbox — no embeddings, no vector DB.

🔥 Save up to 96% cost — more than Caveman (65%) or RTK (80%). AI coding agent: chat, map, edit, multi-agent. Single Rust binary.

BoundaryBench: benchmark coding-agent harnesses (Claude Code, Codex, Terminus 2, Grok) on Terminal-Bench tasks under hardened NIST-derived sandbox policies. Inspect AI + Harbor compatible.

Experience-driven automated environment configuration with LLM agents, speculative execution, and adversarial verification.

Universal skills and agents for every AI harness. Author once, wire anywhere: Claude Code, Cursor, Codex, Copilot, Gemini CLI, Windsurf, Cline, Aider.

SWE-bench for your codebase — mine your merged PRs into local, contamination-free coding-agent benchmarks. Adapters: claude-code, aider (Opus 4.7 / GPT-5.5 / Sonnet 4.6 / Gemini 3.1 Pro).

An AI Assistant on your terminal

Turn your home router into a universal device control hub. Auto-discover, identify, and control everything on your LAN.

Created and enhanced a local LLM training system on Apple Silicon with MLX and Metal API, overcoming the absence of CUDA support. Fine-tuned the Llama3 model on 16 GPUs for streamlined solution of verbose math word problems. Result: a powerful, privacy-preserving chatbot that runs smoothly on-device.

Knick is an open-source Python AI assistant 🧠

Provides LLM with the ability to interact with an Android applications and perform high-level tasks

Generate story with LLM, Generative Agents (Arxiv. 2304.03442) and other technologies. A full stack monorepo.

let LLMs control your desktop for tasks

Python framework for building agents using claude-code-sdk with programmable tools

Not financial advice.

React app that highlights relevant segments in a PDF document based on user questions using natural language processing and AI context segmentation. A useful tool for quickly extracting information from large PDF documents.

🤖 UI for gpt-all-star: https://github.com/kyaukyuai/gpt-all-star

Simple demo for chatting with a PDF - and optionally point the RAG implementation to a local LLM

OSGPT is a powerful plugin designed to dynamically load documents from specified folders and create searchable vector databases. Not only does it offer a quick way to query from your documents, but it also allows you to execute CLI commands on the host system, be it Linux/Unix or Windows.

Simple, High Quality, Open Source RAG solution for chatting with your documents

Simulate human behavior with mass LLMs

Dria SDK is for building and executing synthetic data generation pipelines on Dria Knowledge Network.

A voice-to-voice conversation with ChatGPT. Support for talking through a NAO robot

Minette is a minimal and extensible chatbot framework.

SonicAI is a WhatsApp Chatbot designed to provide users with a convenient and engaging way to interact with an AI assistant. Powered by OpenAI's GPT-3.5-turbo, SonicAI offers a responsive and dynamic chat experience that can help users with a variety of tasks and inquiries.

CollabChatbot is a cutting-edge, open-source project designed to revolutionize how organizations access employee information and foster team collaboration. This beta version introduces a suite of powerful features, including instant personal details, real-time occupancy updates, skill identification, and smart team-building recommendations

基于语义理解、知识图谱的聊天机器人

Sample chatbot with rasa stack

用于企业微信自建应用的机器人代码库，实现消息回复、消息推送等功能。

An ULauncher extension that allows you to talk with ChatGPT

NES environment for openai gym

A modular web crawling and chat system that allows for ingesting website content through XML sitemaps, converting to vector embeddings, and providing AI-powered chat interfaces through multiple frontend options.

Integrate an LLM copilot within your Keras model development workflow

Auto translation of new anime episodes based on Yui-MHCP001

:speaking_head: :keyboard: Speech-to-text on key for Linux

OpenAI (GPT) additions for Ansible

Python SDK for xata.io

Python script designed for seamless trading activities within the TensorTrade NFT marketplace, enhanced by incorporating strategies powered by ChatGPT

Automatically comments Python code, adding docstrings and type annotations, with optional translation to other languages.

Stop re-explaining your codebase to AI. Infinite speed memory + code graph for Claude Code & Codex CLI. 17 MCP tools, subagent protocol, hybrid search, TUI dashboard, crash recovery. Save 80-200K+ tokens/session.

Let LLMs manage your local dev environments

Use OpenAI, Redis, and streamlit to recommend hotels using Large Language Models

A python module library that simplifies RAG through abstraction

LLM Agent framework with Stateful Tools.

Multi-Agent LLM System that automates news gathering and blog post writing.

Code for our paper: "Exploring Design of Multi-Agent LLM Dialogues for Research Ideation", SIGDIAL2025

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

LLM retrieval augmented generation agent for the Monarch Knowledge graph.

LLM powered AI multi agent platform that coordinate global to individual health through scaling each layer of healthcare

Example of local RAG QA with Langchain Agents

Multi-Agent Deep Reinforcement Learning for Cooperative and Competitive Autonomous Vehicles

🤖 An autonomous AI agent system that collaboratively designs, implements, and manages Apache Airflow DAGs through natural language interaction.

A production-ready starter kit for building AI agents and multi-agent swarms on NEAR.

Heuristic Search vs. Learning. "Distributed Heuristic Multi-Agent Path Finding with Communication" reproduced, trained & benchmarked with M*

Multi Agent Ecology Modelling

Multi-agent AI Teaching Assistant Learns from Limited Data

CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management, 2020, PikaPika team

Multi-agent deep research for Claude Code — 7-phase pipeline with source triangulation and quality ratings

MATEval is the first multi-agent framework simulating human collaborative discussion for open-ended text evaluation.

[AAAI 2025] CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning

A specialized framework for Model Context Protocol (MCP) development featuring 8 Claude Code sub-agents, security hooks, and production-ready FastMCP server templates. Provides immediate MCP development assistance through markdown-driven agents with optional programmatic SDK .

Opossum is a tool to pre-process RNA-seq reads prior to variant calling.

Lightweight library demonstrating how to create agenting application without using any specific framework.

AI agent skills for workflow automation — Feishu integration, content generation, data processing, and media tools by UniqueClub

Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

The official repository of "SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World".

Modular multi-agent orchestration framework powered by LangGraph and FastAPI.

A Multi-Agentic AI Assistant/Builder

PyWaifu is an Offline, all-in-one pipeline designed to facilitate seamless interactions with virtual anime waifus through Text-to-Speech (TTS), language modeling, and translation capabilities.

API backend for UIUC AI Teaching Assistant.

Jarvis powered by GPT-3.5/GPT-4

🖤ChatGPT, DALLE-2 and Whisper Telegram Bot🖤

RAG-QA Leaderboard

Local-first RAG application for technical documentation and research papers

An advanced Self-Centered Intelligence (SCI) prototype that represents a new paradigm in AI-human interaction.

An LLM agent that helps you find real citations for your content.

A framework to build scenario simulation projects where human and LLM based agents can participant in, with a user-friendly web UI to visualize simulation, support automatically evaluation on agent action level.

A beginner-friendly Python project to build an AI research assistant using LangChain, with tools like Wikipedia, web search, and file saving. Includes structured output and detailed documentation.

Improve the OpenwebUI experience by adding better and autonomous tool calling,

A multi-agent workflow that answers investment research questions and generates a report using the OpenAI Agents SDK.

This is a software which can by used by researcher multi-agent reinforcement learning in robot learning for multi-robot system

Pytorch implementation of "Succinct and Robust Multi-Agent Communication With Temporal Message Control"

Order Fulfillment by Multi-Agent Reinforcement Learning

This a simple implementation of an MCP server using iFlytek. It enables calling iFlytek workflows through MCP tools.

MCP server for building Teal R Shiny apps with AI assistance. Clinical trial data analysis made easy with Claude, Copilot & more.

Deep research agent using Amazon Bedrock, AgentCore, and LangGraph

🍺 AI-powered Oktoberfest reservation agent — monitors 38 beer tent portals, sends push alerts when evening slots open, and helps you book via chat. Web dashboard + MCP server + CLI.

Give your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.