Python agents

Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]

Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code

[NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2

A third-party component library based on Gradio. Integrates Ant Design, Ant Design X, Monaco Editor and more advanced components to help you build applications efficiently.

👷‍♂️High performance agent framework that can do everything. Minion is designed to execute any type of queries, offering a variety of features that demonstrate its flexibility and intelligence.

AAHL's Agent Skills. 汇集了多种实用的智能体技能，涵盖Home Assistant智能家居控制、微软Edge TTS和智谱GLM-TTS文本转语音、DuckDuckGo搜索、DeepWiki文档检索、加密货币行情、天气预报、Lark/飞书、影视搜索、商品比价等功能

Claude Code subagent for pastry recipe lookup and Baker's Percentage calculation

OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPI—use as library or standalone service.

Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT, and any local LLM. Built by one maker and his agents.

Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search. Works as an MCP server for Claude, Copilot & more.

A lean, ROS-free sim-to-real framework for training and deploying Vision-Language-Action (VLA) models and RL agents. Native MuJoCo Gymnasium wrappers with synchronous execution for Franka, UR5e, xArm, SO101 and YAM.

📚 PaperFlow: Dynamic personalized scientific-paper recommendation, reading, and reporting

gradio region:us

transformers gguf llama llama-2 text-generation code

transformers safetensors llama text-generation conversational arxiv:2403.04652

🎬 Turn any topic into a finished Vox-style paper-collage explainer / motion graphics video — script, collage keyframes, animation, voice-over, music & captions, all automated. An agent skill for Claude Code, Codex & other coding agents.

Convert the given plain text to MySQL query by ChatGPT

A mcp server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.

An OpenaAIGym-based framework allowing to test hybrid approaches (RL + path planning) for multi-UAV systems that are supposed to provide smart services.

Create an AI that chats like you

Let's be honest, who really knows how to use ffmpeg. Its that tool that is so helpful but not needed enough to justify learning all of its inner workings. The days of scrolling through stackoverflow are over, with llmpeg. This CLI tool interfaces with an OpenAI LLM to convert your plain text commands into OS/platform specific ffmpeg commands.

[EMNLP 2024] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.

A knowledge source about TTPs used to target GenAI-based systems, copilots and agents

STELLA: Self-Evolving LLM Agent for Biomedical Research

Penetration Testing AI Assistant based on open source LLMs.

From isolated agents to shared work

Open-source AI-augmented Security Operations Center using LLMs + Multi-Agent Orchestration | Foundation-Sec-8B | Wazuh | TheHive | RAG

Agent skill for production-grade ROS 2 development. Progressive-disclosure SKILL.md covering workspace, nodes, executors, QoS, ros2_control, Nav2, MoveIt 2, real-time, and deployment. Works with Claude Code, Codex, Cursor, Gemini CLI.

Clean-room, model-agnostic harness for Claude Code-class coding agents

transformers safetensors llama text-generation license:llama2 text-generation-inference

🪶 Lightweight OpenAI drop-in replacement for Kubernetes

The multi-agent version of TORCS for developing control algorithms for fully autonomous driving in the cluttered, multi-agent settings of everyday life.

Implementation of PALI3 from the paper PALI-3 VISION LANGUAGE MODELS: SMALLER, FASTER, STRONGER"

[EMNLP2025]Official implementation: Agent-style vision question answer in Autonomous Driving!

Ultra-Lightweight, Pure Python Multimodal Agent.

Claude Code style AI agent from scratch using Python

基于 UI Automation（UIA）的 QQ 聊天机器人完整实现，支持 AI 自动回复与表情包发送。 只需配置 API Key 并绑定 QQ 输入框、聊天列表和发送按钮即可使用。 本项目对 QQ 实现零注入、零内存读写，是目前最安全的 QQ 聊天机器人实现之一。

DocMind AI is a powerful, open-source Streamlit application leveraging LlamaIndex, LangGraph, and local Large Language Models (LLMs) via Ollama, LMStudio, llama.cpp, or vLLM for advanced document analysis. Analyze, summarize, and extract insights from a wide array of file formats, securely and privately, all offline.

MiroFish的免费本地运行版本 | Graphiti+Neo4j替代付费Zep | 简易便捷本地跑通

transformers safetensors llama text-generation conversational license:other

transformers pytorch safetensors llama text-generation llama-2

Implementing Skills functionality for your agents

Harnessing the Memory Power of the Camelids

Resumable, traceable AI coding — decisions and history stay with the project

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. SmartPlay is designed to be easy to use, and to support future development of LLMs.

tensorflow reinforcement learning agents for OpenAI gym environments

Claude Multi-Agent Project Manager — multi-channel orchestration, GitHub-first SDK mode, and plugin system for Claude

🐮 Build distributed, event-driven agents

A private, modular node based AI workspace for thinking and creation. Seamlessly connect to Ollama, OpenAI, Gemini, Anthropic, and Groq models in one unified, node-based interface for reasoning, visualization, and exploration — all running locally or via API.

Agentic framework for computational chemistry and materials science workflows

For Claude.

Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker command.

A curated collection of AI agent skills for biomedical research, covering genomics, proteomics, single-cell analysis, clinical AI, and protein design.

A stack-agnostic Claude Code skill: strict code reviewer, pair programmer, debugger, and mentor (Python/Bash/Apps Script/JS). Security-first, phase-aware engineering discipline with a spec→plan→TDD→verify workflow.

GEO（AI 搜索引擎优化）智能内容优化平台 — 帮助品牌在 ChatGPT、Perplexity 等 AI 回答中被优先引用。支持关键词策略、多平台内容生成、E-E-A-T 优化、多模型验证和数据分析。

A curated list of tools, benchmarks, papers, and copy-paste configs for AI token costs: what tokens cost, where they get wasted, and how to cut the bill.

CrawlAI RAG is an AI-powered website intelligence platform that allows users to crawl entire websites, index their content, and ask natural-language questions using Retrieval-Augmented Generation (RAG). It transforms static websites into queryable knowledge bases.

Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!

Chat with GPT LLMs over voice, UI & terminal, all with access to the internet. Powered by OpenAI.

multi agent RL for traffic light control in Sumo using distributed PPO

Openai-style, fast & lightweight local language model inference w/ documents

Bridgic is the next-generation agent development framework for building intelligent systems.

AI VTuber Waifu and voice assistant

Secure AI conversations with documents, video, audio, and more. Personal workspaces for focused context, group spaces for shared insight. Classify docs, reuse prompts, and extend with modular features.

Orchestrate fleets of Claude Code & Claude Computer Use agents across containers, VMs, and physical devices. Live desktop streaming, intelligent task delegation, and multi-channel human-in-the-loop gateway. Schedule tasks with self-healing and self-learning.

The most cost-effective, highest performance AI voice agent possible today

Fenix Ai Trading Bot with LangGraph and ollama and multipe providers

AI-powered Garmin training insights & coaching

172 expert marketing skills for AI agents — ClawFu MCP Server

Claude Code and Codex SKILLs for PDF, Excel, Word, and PowerPoint manipulation — extraction, forms, formulas, tracked changes, adapted from Anthropic skills.

Intergrating Atomistic Skills into Agentic IDEs (Cursor, Claude Code, Google Antigravity, OpenClaw, etc)

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

Free offline AI assistant for Windows — reads your screen, hears your question, speaks the answer. No API key, runs locally with Ollama.

Production-grade Agentic RAG for scientific literature — multi-hop reasoning, GraphRAG, and multi-LLM routing

transformers pytorch chatts feature-extraction text-generation conversational

This project enhances the construction of RAG applications by addressing challenges, improving accessibility, scalability, and managing data and user access. It uses Django, Llamaindex, and Google Drive for effective database management.

Tool that just makes your open source project better using LLM agents

"Generative AI in Action" book's code repository

CRM Data Q&A Agent - Advanced RAG with NL2SQL over Salesforce Data

A lightweight annotation standard that helps AI agents navigate codebases faster, with fewer file reads and tool calls

An agentic framework that helps developers build resilient agentic systems

Framework and toolkits for building and evaluating collaborative agents that can work together with humans.

This is the code for Siraj Raval's Video on Building an Autonomous Polymarket Agent

LLM-powered assistant for creating, editing, and interpreting business process diagrams

Agents, skills and anything else to use with claude

A Claude skill that keeps your AI coding tools from contradicting each other. Generates requirements.md, design.md, and tasks.md before any code is written — then creates matching config files for Claude Code, Cursor, Copilot, Windsurf, and Aider.

🤖 Building AI Agent Systems from Scratch — A comprehensive, practical tutorial from fundamentals to production-grade multi-agent applications

gradio region:us

transformers safetensors deepseek_v2 text-generation conversational custom_code

Token-efficient MCP CLI client. 97% less tokens on tool discovery, 40-60% on results. Zero deps. Cross-platform. Works with every AI agent.

static region:us

Proximal Policy Optimization (PPO) algorithm for Contra

CrewAI agents that can plan your vacation.

The security layer for AI coding agents : Skill governance, safe package recommendations, MCP/tools guardrails, secret protection, runtime policy enforcement and full audit visibility with a self-serve dashboard.

AI tools for giving LangChain agents access to Bitcoin and the ability to traverse L402 APIs