Python agents

Web status monitor for FreeSWITCH's mod_callcenter queues and agents

Scriptable KVM/QEMU guest agent implemented in Python

Double Q-learning reinforcement learning agent on NES Super Mario Bros

Democratizing Function Calling Capabilities for Open-Source Language Models

LLM-powered assistant for first-time dads, fine-tuned on real parenting discussions using Mistral 7B

An AI assistant building SDK in python

A conversational chatbot built in Python using Streamlit and the OpenAI LLM model GPT 3.5.

Diagnose the performance of your RAG🩺

AI agents for the bavarian card game Schafkopf trained with reinforcement learning

"When to Switch" Implementation: Addressing the PO-MAPF challenge with RePlan & EPOM policies. This repo includes search-based re-planning, reinforcement learning techniques, and three mixed policies for pathfinding in partially observable multi-agent environments. 🤖🛤️

A Continual Learning Framework for Production LLM Agents

Conversational agents for engineering simulations with minimal human input using Microsoft AutoGen & GPT-4o.

Multi-agent reinforcement learning programs based on Game theory

Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual Labels. (CVPR2025)

ToolFuzz is a fuzzing framework designed to test your LLM Agent tools.

Analyse environmental, social, and governance policies for potential gaps using AI - powered by LLMs, RAG techniques, and a regulatory knowledge base using OpenAI API, LangChain, Pinecone and Streamlit.

Production-ready Python library for multi-provider LLM orchestration

Agentic AI PowerPoint Slide Generation using LangGraph and GPT-4o

A production-ready voice agent implementation using LiveKit and Python, featuring advanced conversational AI capabilities and optional telephony integration. It provides intelligent turn detection, function calling, comprehensive logging, telephony integration, and audio enhancement.

A GCP native, modular, parallelized Graph RAG implementation.

Turn trading ideas into executable strategy trees using Claude Enterprise + OpenClaw. Natural language → deterministic strategies → backtest → signals. Agent-first architecture. AI never touches your money.

Code for "APTBench: Benchmarking Agentic Potential of Base LLMs During Pre-Training"

A professional web application that democratizes database querying by converting plain English questions into executable SQL queries. No SQL knowledge required! Built with a sophisticated multi-agent architecture that analyzes schemas, generates queries, and provides clear explanations—all powered by local LLMs via Ollama.

Multi-agent TTS production harness: Fish TTS + WhisperX + Claude, with cross-episode memory and auto-fix loop

离线部署大模型，构建一个可以上传本地知识库进行RAG问答且可以自行调用工具的Agent。

Cross-architecture LLM internal observation database (23 models, 13 architecture families). Exposed as MCP tools for any AI coding agent.

Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)

A powerful and automatic awesome list generator leveraging GPT models. Enter your keyword and its description to get a comprehensive list of resources in Markdown format

基于知识库的测试用例生成工具

D.U.H. — D.U.H is a Universal Harness. Provider-agnostic AI coding agent.

Model Context Protocol (MCP) server for Databricks that empowers AI agents to autonomously interact with Unity Catalog metadata. Enables data discovery, lineage analysis, and intelligent SQL execution. Agents explore catalogs/schemas/tables, understand relationships, discover notebooks/jobs, and execute queries - greatly reducing ad-hoc query time.

SagaLLM: Context Management, Validation, and Transaction Guarantees for Multi-Agent LLM Planning

Multiple agents with LangGraph and MCP

Playing with Agents

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Understand how CLI AI agents work and use your own local CLI AI! Easy to understand, written in python, built on Ollama/OpenAI compatible APIs.

Build production-ready AI agents in Claude Code from natural language. Analyzes your problem, researches best practices, and generates subagents, skills, hooks, commands & MCP configs.

OpenAPI to MCP Server Code Generator

A ridiculously fast Python BPE (Byte Pair Encoder) implementation written in Rust

Minimalist AI agent that fixes itself when things break.

[ICASSP 2026] Agent4Debate is a dynamic multi-agent framework that leverages LLMs to achieve human-level performance in competitive debate by dynamically coordinating specialized agents to mitigate hallucinations and enhance competitiveness.

Multi-modal agentic framework for surgical procedures

Kubeflow Documentation AI Agent to power the Kubeflow Website

Multi-agent workflow for accurate and comprehensive literature reviews in philosophy

Scan GitHub for exposed Anthopic API Keys

AI-native IDA Pro kernel — unrestricted IDAPython over JSONL, persistent sessions, zero dependencies. Let your agent drive IDA, not call tools.

Home Assistant Conversation agent using xAI Grok LLM

A smart multi-agent system to turn prompts into GitHub PRs

Model Context Provider for Amazing Marvin productivity app - Access your tasks, projects, and categories in AI assistants

Minimal coding, computer-use and deep research agents using the OpenAI Agents SDK

🌼 AI stack centered on an agent hypervisor. Automates tasks, graph-powered repo wiki, and Q&A, and searches across all your connected tools. Access it from browser, terminal, or API.

多AI协作框架 - 支持Codex/Gemini/Claude团队协作，消息路由实现可靠的多Agent协同开发

Official implementation of the paper "Contextual Counterfactual Credit Assignment for Multi-Agent Reinforcement Learning in LLM Collaboration". (by Yanjun Chen)

Minimalistic implementation for LLM-based chat assistants with Tool Use (function calling) and MCP

Public SDKs and integration contracts for Armorer Guard.

Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists

The LLM Council works together to answer your hardest questions

Ship AI agents with guardrails — not prayers. Self-hosted runtime protection for LLMs and tool-calling agents: block prompt injection, enforce tool permissions, redact sensitive data, and control what agents are allowed to do.

Real-time statusline, live monitor, session analytics, and hooks for Claude Code

Claude Cortex

cn金融数据 MCP 服务器 — 工具包覆盖 A 股行情、财报、估值、板块、市场全景、新闻及宏观指标。

Download OpenMontage - world's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.

AI Agent for Home Assistant

AI-first Unity 6.2+ game development workflow — rules, agents, skills, and slash commands for Claude Code and Antigravity

PyProc MCP turns public SPSE/Inaproc procurement data into MCP tools that can be used by LLM clients (Claude Desktop, Continue, Cursor), AI agents, automation workflows, Python scripts, and command-line users.

this repo is for linkedin learning course: Hands-On AI: Building AI Agents with Model Context Protocol (MCP) and Agent2Agent (A2A)

0 config AI agent skill for Unity — AI-driven unity control, automate workflow. For UnityEditor/UnityPlayer

Agent skills for GitHub Copilot CLI

A unified OpenAI / Anthropic / Responses API gateway with built-in vision model injection — let any text-only model "see" images.

Perseus Context Engine — resolve verified workspace state before the context window opens. Local-first, MCP-native, MIT.

Unofficial community workarounds for Claude Code (empty thinking summaries; missing context-usage icon; no copy/paste of markdown).

One-click migration tool for WorkBuddy — restore conversation history, memory, and MCP connectors after switching accounts. 切换账号后一键恢复对话记录。

transformers pytorch safetensors llama text-generation en

streamlit region:us

gradio region:us

transformers safetensors qwen2 text-generation conversational en

transformers pytorch persimmon text-generation license:apache-2.0 endpoints_compatible

transformers onnx safetensors llama text-generation gpt

mlx safetensors qwen3_moe text-generation conversational base_model:Qwen/Qwen3-Coder-30B-A3B-Instruct

gguf gemma4 coding agentic terminal tool-use

An MCP server that lets AI agents operate a multi-cluster Kubernetes fleet through an Open Cluster Management hub, with policy, approval, and audit between the model and your clusters.

并发调用本机 Grok 4.5、Kimi K3 与 Claude Code，带实时心跳和独立日志 | Concurrent local model CLI orchestration with live progress and isolated logs.

A security scanner for Agent Skill packages. Skill Sentinel uses multi-agent AI analysis to detect prompt injection, data exfiltration, command injection, malware, and other threats hiding in skill packages for Cursor, Claude Code, Codex, and OpenClaw.

Local-first AI research assistant: plans sub-queries, searches the web, and writes fully cited reports. LangChain + LangGraph multi-agent + FastAPI + Next.js, with email-OTP auth and per-user Postgres storage.

Open-source maintainer profile: Spec-Driven Development, multi-agent collaboration, and reliable AI coding workflows.

Give your AI agents clinical database access, research automation, and clinician-reviewed domain knowledge for MIMIC-IV, eICU, and more.

面向 AI Agent 的 IDA Pro 9.3+ stdio MCP 逆向分析服务

Agent-friendly local publisher for Xiaohongshu, Douyin and WeChat Channels with multi-account safety, scheduling and deduplication.

KookAI is AI Agent for mobile

AgentMesh360 Job Agent — agent-native job search CLI for Boss Zhipin, Liepin, Zhaopin, and 51Job. Built for Claude Code, OpenClaw, Cursor, and Codex.

Hermes profile distribution turning claude-trading-skills into an always-on US-equity research, journaling, and risk-review assistant for human traders. No order placement.

Claude Code skill: distill a book or video series into one interactive single-file HTML · 书籍/视频深度蒸馏

AI agent for the BitGN Agent Challenge: E-commerce (ECOM) benchmark. Exoskeleton architecture

Growee Skills is an open-source collection of AI-executable Agent Skills for growth diagnosis, content production, acquisition, activation, retention, monetization, and growth systems. By KrillinAI.

AI code review with DeepSeek: headless PR review automation that verifies PR descriptions claim-by-claim against real code, checks docs against reality, flags requirement impact, human-in-the-loop + auto review poller + web dashboard

MCP server for live trend data. Query Google Search, YouTube, TikTok, Reddit, Amazon, Wikipedia, News sentiment, Web Traffic, App Downloads, Steam, npm and more. Works with Claude, Cursor, VS Code, GitHub Copilot, ChatGPT, Windsurf, Cline, Raycast and any MCP-compatible.

Xiaohongshu & RedNote skill for AI agents — search, read notes, publish, and run approval-gated automation with Python Playwright and clean JSON output.