Python agents

AuditMind 是一个面向法规合规与审计场景的 AI Agent 系统，支持法规知识管理、可追溯规则抽取、文档合规审计、审计任务管理和基于原文证据的智能问答

The Wasp Nest: a plugin marketplace of AI coding agents, skills, and workflows for Claude Code, Codex, Cursor, ZCode, and Cowork, with PRDs, shared contracts, and verified delivery.

Open-source paid media agent for Google Ads, Meta Ads, Reddit, LinkedIn, X, and OpenAI Ads: analysis, reports, and reviewed changes, built on Deep Agents.

gguf llama.cpp imatrix spark2_5 long-context coding

Free Kagi Search MCP server — access search and summarizer via session tokens, no API key needed. Works with Claude Desktop, Cursor, Windsurf, Hermes and any MCP client.

小红薯 Agent - 自动化帖子操作

基于人工智能标记语言 (AIML)和开放域问答(WebQA)的深度智能对话模型

CIKM 2019: Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots

A comprehensive knowledge base for Huawei Ascend NPU development, structured as distributed Agent Skills. https://ascend-ai-coding.github.io/awesome-ascend-skills/

Tutorial: Introduction to CrewAI

LangChain chat model abstractions for dynamic failover, load balancing, chaos engineering, and more!

LLM RAG Application with Cross-Encoders Re-ranking for YouTube video 🎥

Python library for building durable and scalable multi-agent orchestrations.

MCPHub is an embeddable Model Context Protocol (MCP) solution for AI services. Seamlessly integrate MCP servers with OpenAI Agents, LangChain, and Autogen frameworks through a unified interface. Simplifies configuration, setup, and management of MCP tools across different AI applications.

Learning multi-agent policies for flocking using graph neural networks

Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning (EMNLP2026)

A RAG (Retrieval-Augmented Generation) solution Based on Advanced Pre-generated QA Pairs. 基于高级 QA 问答对预生成的 RAG 知识库解决方案

Agent Based Modeling and Reinforcement Learning

Turn GitHub repositories into LLM tools. (ACL 2025)

InvestorGPT is an AI agent that analyzes the stock that dropped in its price recently and calculates chance for the company to recover the stock price back.

AI web scraper built with Crawl4AI for extracting structured leads data from websites.

A memory layer for AI Agents

Hands‑on hackathon challenges to build intelligent multi‑agent financial compliance workflows using the Microsoft Agent Framework

Agentics is a Python framework that transform LLM computation into functional code.

A multi-agent framework for autonomous end-to-end development of radiomics and deep learning models for medical imaging

A self-hosted web application for managing AI skills, workflows, and contexts with full MCP (Model Context Protocol) integration. Organize, manage, and dynamically load specialized knowledge bases into any AI Agent just by toggling your Skills On/Off in simple local hosted WEB UI.

Multi-agent coordination system for Claude Code with institutional memory

A Context Engineering Framework for AI-Assisted Multi Agent Applications Development

Open-source local-first cognitive memory. AGM-compliant belief revision (49/49 postulates). When a fact changes, downstream beliefs are automatically re-evaluated, not just flagged.

2M Code (Multi-Mind) — A terminal-native AI coding platform where teams of specialized, multi-provider LLM agents (Anthropic, Google, OpenAI, Mistral) collaborate to plan, implement, and review code together via a shared SQLite event bus.

Production-ready LLM API translation layer — bidirectional conversion between OpenAI, Anthropic & Google formats via hub-and-spoke IR. Optional API gateway. Streaming & non-streaming. Zero core deps. Contributions welcome!

Agentic RAG 驱动的深度研究 Agent — Agent 自主拆解问题、选择检索策略、评估质量、自我纠正，最终生成带引用溯源的结构化研究报告。

A stealth Chromium build with a drop-in Playwright harness for Python and Node, featuring natively built agentic capabilities.

An AI agent that writes SEO-optimised blog posts and outputs markdown.

Visualize Pydantic AI agent workflows from Logfire traces as an interactive HTML diagram — tools, nested sub-agents, tokens and exact cost.

基于 Django + Vue 的 RAG 知识库问答系统，支持 Agent 推理、知识图谱、Wiki 自动生成和跨会话记忆。

🥇 Not Just Another Agent Framework, But a Bayesian Evolution Layer That Can Work Across Harnesses

Reusable multi-round research skill for evidence-backed product, market, technical, open-source, and investment-style surveys.

docker leaderboard region:us

Find source context and trace calls across languages in Claude Code, Codex and other MCP agents.

A curated, continuously updated reading list of 200+ papers on LLM agents: planning, memory, tool use, multi-agent, evaluation & safety. Companion to the survey 'LLM Agents: A Survey'.

Run an After Action Review after any AI session and write concrete lessons so your agent stops repeating mistakes. A manual Reflexion loop, built on the US Army's AAR method.

Blacklight is a cross-platform toolkit for mapping, analyzing, and understanding the local AI agent attack surface across Windows, macOS, and Linux.

thinkingbox is a framework for defining tool as MCP servers, running LLM agents against them, and evaluating agent behavior — for offline training-data generation, reinforcement-learning training loops, and model evaluation.

An AI agent skill that turns "start + days" into a road trip you can actually drive.

Command-line tool, MCP server, and SDK to access the Kraken Crypto Asset Exchange API (Spot, xStocks, and Futures, REST and Websocket API)

Cross-platform compatibility layer for AI agent skills — pre-flight dependency checks, MCP-native, works with Claude Code, Cursor, Codex CLI, OpenCode and more

Task-oriented Chatbot

synthetic dataset generation workflow using local file resources for finetuning llms.

SDK for using LLM

This project is a Local RAG system built for the NYU Machine Learning course.

soccer video detection ai agent using YOLO, HRNET, OSNet model for team reidentifiaction, field keypoint detection, ball detection, ROI detection

A Toolkit for building AI agent for web3.

使用langchain/Ollama开发智能体agent聊天机器人框架，基于VChat框架支持微信的群聊和个人用户聊天，实现飞书机器人的接入，也可接入使用react进行前端UI(支持二次开发)开发框架的AI支持。

用于多机覆盖路径规划流程化算法 Algorithm for Streamlining Multi-Agent Coverage Path Planning

[ISPRS 2023]Official PyTorch Implementation of "GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model"

Framework for building data agent workflows

Restrict Django sessions to IP and/or user agent.

Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.

A Telegram bot written in Python to play the game BlackJack alone or with your friends

AI agent with RAG+ReAct on Indian Constitution & BNS

Smart Agentic Assistant for your Google Workspace

AI agent grounded with search and extract tools to reduce hallucination.

A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach

Code for Emergent Translation in Multi-Agent Communication

Official implementation of MATPO: Multi-Agent Tool-Integrated Policy Optimization.

A vast array of examples for the enterprise-grade and production-ready swarms framework.

An open-source AI copilot built specifically for the messy, multi-stack reality of modern robotics development.

A travel agent based on Qwen2.5, fine-tuned by SFT + DPO/PPO/GRPO using traveling question-answer dataset, a mindmap can be output using the response. A RAG system is build upon the tuned qwen2, using Prompt-Template + Tool-Use + Chroma embedding database + LangChain

An example of a RAG backend plus UI

Multi agent system

[ACM Multimedia 2025] "Multi-Agent System for Comprehensive Soccer Understanding"

🧨 TradeTrap: Are LLM-based Trading Agents Truly Reliable and Faithful?

A personalized web workbench for Hermes Agent with setup packs, artifacts, memory-aware onboarding, and local+remote model workflows.

Airut is a system for running Claude Code tasks from email and Slack. It handles workspace provisioning, container isolation, network sandboxing, session persistence, and cleanup — a secure foundation for autonomous agentic development.

Utility and fun cogs for Red

Generate a video recap of any manga volume PDF with GPT Vision and Elevenlabs narration. Discord: https://discord.gg/MMqcuDe2WZ

学习 learn-claude-code 后的 PR Review Agent 实践项目：构建 Debate Council 多 Agent 审查、Tool Calling、结构化报告与 AI Judge 评估。

A cognitive architecture that runs on your own machine. Internal state reaches generation through the model's activations, not the system prompt — and every consequential action leaves a receipt you can audit. Not an assistant. IIT 4.0 φ, CAA steering, 136 consciousness modules, local on Apple Silicon.

Generic Claude/Codex Telegram bot runtime

ASK MIRAGE is an offline AI-powered chatbot that allows users to upload PDFs and ask natural language questions. Built with LLaMA, FAISS, and LangChain, it delivers fast, accurate, and context-aware responses without needing an internet connection. Ideal for students and professionals working with large documents.

Graphon is a Python graph execution engine for agentic AI workflows.

Agent Memory Benchmark

AI agent skill for generating quantitative strategy code on JoinQuant platform - Cursor / Claude Code compatible

金蝶MCP Server（Kingdee K3Cloud MCP）：让 Claude、Cursor 等 AI 助手通过自然语言查询和操作金蝶云星空 ERP。

A unified anti-dead-loop toolkit for LLM agents — loop detection, budget ceiling, state stasis guard, and circuit breaker in one library.

a local-first workflow manager for AI coding agents

A structured audit playbook for LLM coding agents. One command runs 27 modules across security, dependencies, devops, architecture, performance, compliance, and UX, producing per-module findings, a risk register, and a prioritized remediation plan.

Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.

EurekAgent: an autonomous research system for metric-driven tasks, built with Claude Code. Define the problem and metric. Get breakthrough results.

kernelbench.com — GPU kernel engineering benchmarks for autonomous LLM coding agents. v3 archive + v-hard latest.

transformers safetensors internlm2 text-generation conversational custom_code

transformers pytorch safetensors mistral text-generation LLMs

transformers safetensors deepseek_v2 text-generation conversational custom_code

Adaptive web research MCP skill for AI coding agents. pip install webify-mcp

Indexed knowledge bases with command-line tools for agents.

Real-time event-driven orchestration of dynamic resource allocation yields a highly scalable, intelligent, and autonomous enterprise agent broker.

MCP server for Z-Library: search, download, and process books into RAG-ready text for AI assistants (Claude Code, Claude Desktop, Cline, RooCode)