Python agents

Comparison of memory systems for agents

Agentic DFIR

The open source agentic dental software. Built for AI.

gguf rocmfp4 rocmfpx vulkan strix-halo qwen4exp

gguf llama.cpp llama-cpp minicpm minicpm5 minicpm5-1b

Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya

Local-first recruitment intelligence and application operations agent

🐕 Self-hosted security-first AI agent · 28 providers · 11 chat channels · WebUI · 3-level memory · task-schedule · automation · skills · MCP

☕ GPT-2 chatbot for daily conversation

GPT-3 powered professional sounding email generator! Input your direct comments and rephraise will come up with a formal way of getting the message across.

Record and replay LLM interactions for langchain

Python library that allows you to get structured responses in the form of Pydantic models and Python types from Anthropic, Google Vertex AI and OpenAI models

Python SDK for experimenting, testing, evaluating & monitoring LLM-powered applications - Parea AI (YC S23)

news collection--classification--storage--push

AI-Exchange Protocol (AIXP): A Communication Standard for Artificial Intelligence Agents

Reinforced Multi-LLM Agents training

Get your lists of User-Agent Strings here

Automated Hyperparameter Search for Unity ML-Agents

Agent memory platform.

AI generated WordPress articles, with images

MPO: Boosting LLM Agents with Meta Plan Optimization (EMNLP 2025 Findings)

Build your own Custom RAG Chatbot using Gradio, Langchain and Llama2

A Settlers of Catan framework built in Python with AI agents

LLM agents done right, no over-engeneering and redundant complexity

Research platform for Human-in-the-loop learning (HILL) & Multi-Agent Reinforcement Learning (MARL)

Lightweight Python framework for creating intelligent AI agents with ease.

Tableau tools for Agentic use cases with Langchain & Langgraph. Enfuse agents with updated data so they make better informed decisions that scale with your analytics practice

100% free, local & offline voice assistant with speech recognition

Create a knowledge graph out of unstructed legal text - use said knowledge graph in a graph augmented retrieval augmented generation pipeline

Cutting-edge AI solution for Home Assistant. Multi-LLM provider support to transform your smart home experience with intelligent, adaptive automation.

A multi-agent SOC/DFIR assistant powered by LangChain, LangGraph, and OpenAI models. Automates IOC extraction, MITRE ATT&CK mapping, CVE correlation, investigation planning, and report generation for cybersecurity incident analysis.

Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Computing

Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning

This Guidance demonstrates how to address the complexity of troubleshooting Amazon EKS environments with multiple metrics and logs by implementing an agentic AI workflow that uses generative AI with RAG-enabled knowledge bases and chat interfaces to accelerate problem diagnosis.

Evaluation kit for testing stateful agents

PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently dropped. Verify signed manifests offline: free, MIT, no account. 0.903 on opendataloader-bench, #2 of 8 engines. 7-tool MCP server.

Friendly Environment for Neural Networks (fenn) is a simple Python framework for building ML/DL workflows and LLM agents faster, with prebuilt trainers, agent templates, logging, configuration management, and much more.

Continual Learning for AI agents, helping your agents self-improve with every run

[ICML 26] An evaluation framework assessing long-context retention and long-horizon memory performance for agentic applications (AMA-bench).

90 specialist AI agents + 3 project-local extensions for Claude Code / Codex CLI / Antigravity CLI (agy). Anthropic Agent Skills spec-aligned, hub-spoke orchestration via Nexus with 49 Recipes and 11 Skill Packs. Covers development, security, design, testing, FinOps, compliance, observability, and AI/ML.

🔥 构建高质量的AI编程Skills库，利用AI来学习编程技术。Collect and build high-quality skills to enable AI to serve you better.

27 scope-enforced AI agents that run the full pentest kill-chain (recon → exploit → post-ex → DFIR → report) as a one-command Claude Code plugin. Backed by 754 MITRE-mapped skills.

Self-hosted search API + MCP server for AI agents. Bundles SearXNG. Zero API keys, one-command deploy. Open-source alternative to Tavily, Exa, and Serper.

Agent Dashboard: Visualization and analytics for Sessions and Quota Usage. Track, analyze, and optimize token usage across providers with heatmaps, cost tracking, token counting and quota resets..

A git-native, review-gated knowledge base for AI agents: they propose writes, you approve them. Every claim cites a source, every change is a diff in your repo. MCP + CLI.

桌面端智能办公助理 - 基于示例学习的 AI Agent，通过示例教学自我学习。本地存储、极低成本、完全离线

AgentGuard: Zero-Trust Security Foundation for AI Agents

Synth Python SDK for Managed Research, Research Factory, and GEPA/GELO optimizer workflows.

Lossless local line routing for massive logs, source files, and agent-context references before they reach Claude Code or Codex.

Reusable Claude Code skills for AI startup operators. Open source, MIT licensed.

长篇网络小说自动化写作 AI Agent，支持Chatgpt、gemini、Deepseek等国内外模型接入，采用拆书 + 仿写的模式，从新世界观、大纲、卷纲设计，到章节片段完善&章纲设计，有效解决 AI 写作中的「前后矛盾」、「容易遗忘」、「缺乏特色」和「AI味重」等问题，支持 百万字量级 连载创作。

gradio mcp-server region:us

transformers safetensors llama text-generation dataset:THUDM/AgentInstruct arxiv:2310.12823

gradio region:us

gradio leaderboard modality:text eval:generation language:polish judge:auto test:public submission:manual

Gemma models running 100% local on an 8 GB Jetson Orin Nano: voice assistants with RAG, multi-agent NPCs, live EN-JA translation, and a Gemma 4 voice + vision agent that decides when to look through the webcam. The demos from the Gemma 2 launch at Google Tokyo.

The RAS-Commander library provides a python API and agentic features for automating HEC-RAS 6.x and accessing HDF data using Python, built with and driven by large language models.

mentor — a session-insights skill for AI coding agents. This skill reads your local Claude Code and OpenAI Codex history and writes an /insights-style HTML report on how you work: what you build, where you lose time, and concrete fixes. An agent skill for Claude Code, Codex, and any skills-capable agent.

Benchmark framework that measures cost, quality, and duration of coding agents across any AI Coding Assistant CLI, any model, and any use case — with pluggable verification and real-repo support.

Git-native context handoff for humans and AI agents

Open-source tools for AWS DevOps Agent - extend DevOps Agent with ready-to-use skills, custom agents, and other tools, for incident response, root cause analysis, and operational troubleshooting

Read-only network survey toolkit for AI coding agents: crawl a site from one device, diagnose it, draw it, and hand over a report — without ever changing a device or seeing a credential.

Tesla multi-intent in-car agent (RAG + Skills)

Official DIDA Hotel Booking MCP Server. 14-year travel tech data stack, 2M+ hotels at wholesale rates, 40+ LLM compatible. Free unlimited calls for businesses & individual devs. Filter by location, date, star grade, guests & tags; pull real-time room types, pricing & cancellation rules.

AI Context Linker is a privacy-first context compiler. Turn local project context into reviewable Markdown for ChatGPT planning and Codex development. Local Python, no model API required.

A research workspace where an agent works beside you: chat, PDFs, notebooks and files in one dock, plus custom panes the agent builds on request.

:dog: Beagle is designed to be the unified platform for the broader Recursive Self-Improvement (RSI) ecosystem. Think of it as Hugging Face Trainer for agent evolution. Its efficient rollout engine enables evaluation and evolution at scale across different agents, datasets, benchmarks, and evolution methods.

Quant infrastructure for AI agents — a free, open-source macOS workspace where your Claude Code or Codex turns a trading idea into a backtested strategy and runs it live.

多智能体文本内容审核系统，提供结构化审核、证据链与复核路由，适用于内容安全与合规治理。

The Level-Navi Agent, a framework that requires no training and utilizes large language models for deep query understanding and precise search operations. The repo includes benchmarks, datasets, and tools for assessing LLM performance in web searches

MCP Gateway and Registry

Building SA AI Agent v2

An AI agent for interacting with a computer using the graphical user interface

A spotify playlist agent using CrewAI

Perceive, Predict, Verify: Continual Pre-training for Multimodal Agentic Foundation Models

HomeAssistant Assist Fallback Conversation Agent

erk is a tool for the orchestration and management of plan-oriented agentic engineering.

A Reinforcement Learning (RL) agent for Coverage Path Planning.

agentic life simulation from inception

基于 IMO25 的 Deep Think Agent，拥有强大的逻辑和指令遵循能力

API for RL algorithm design & testing of BCA (Building Control Agent) HVAC on EnergyPlus building energy simulator by wrapping their EMS Python API

Synapse enables you to remotely manage a large number of hosts. It brings together features of Configuration Management and Orchestration in a lightweight framework. Written in Python and using AMQP for messaging between the nodes.

A declarative way to control LLMs.

A simple package to use CLIP on apple silicon using the MLX libraries from Apple

A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM

Official implementation of MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems

This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement”

SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning

无需付费的控制手机并完成你指令的Agent！让Agent帮你操控手机点外卖，打网约车，给微信或者QQ等好友发消息.......解放你的双手！并且无需调用GPT-4o等付费api！

Automated pull requests reviewing and issues triaging with ChatGPT.

LLM proxy to observe and debug what your AI agents are doing.

This repository stores personal AI Agent skills in a scalable directory layout.

About AI agent tooling for Python data science workflows

Can AI Agents Build Bespoke LLM Serving Systems?

AI agent skills for Sealos — deploy any project, provision databases, object storage & more with one command. Works with Claude Code, Gemini CLI, Codex.

Autonomous AI Agent Skill for Google AI Edge Gallery - self-evolving, 100% offline

Fox in the Box: One-click Hermes Install — self-hosted AI assistant platform

gradio region:us

transformers safetensors qwen3 text-generation agent conversational

Official DIDA Hotel Booking MCP Server. 14-year travel tech data stack, 2M+ hotels at wholesale rates, 40+ LLM compatible. Free unlimited calls for businesses & individual devs. Filter by location, date, star grade, guests & tags; pull real-time room types, pricing & cancellation rules.