Python agents

The first real-world AI hedge fund framework in crypto, fully open source!

🤖 A telegram bot that can sell products and the salespeople can add, delete, and manage them.

[USENIX Security 25] PatchAgent is a LLM-based practical program repair agent that mimics human expertise.

Enable AI to control your PC. This repo includes the WorldGUI Benchmark and GUI-Thinker Agent Framework.

本项目主要实现使用FastAPI后端框架+CrewAI实现AI Agent复杂工作流。代码实现CrewAI的Flows功能，并支持Flow运行中间结果进行持久化存储和查询(MySQL)，支持多Flow并行(Celery是一个强大的异步任务队列/作业队列库)。

Memory that learns what works.

PodAgent: A Comprehensive Framework for Podcast Generation

[ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models

openJiuwen DeepSearch is a knowledge-enhanced deep search and research framework with industry-leading chunk-level citation and traceable reasoning capabilities, delivering precise agentic search and research abilities.

OpenTelemetry-native SDK for AI agent observability, tracing, evaluation, debugging, governance, and runtime policy enforcement. Framework-agnostic and built for OpenAI Agents, LangGraph, CrewAI, and LLM applications in production.

End-to-end educational RAG system: dual-engine retrieval (BM25 + BGE-M3 hybrid vector search), adaptive query strategies (HyDE/sub-query/backtracking), BERT intent classification, BGE-Reranker precision ranking, Chinese-optimized text splitting, and FastAPI SSE streaming — from documents to real-time answers.

Bounded, typed, ablatable memory contract for long-horizon LLM agents — Slay the Spire 2 testbed

gradio region:us

static leaderboard eval:code modality:tools modality:text region:us

gguf code codeqwen chat qwen qwen-coder

Проверяемая гигиена вставки из чата для русского текста

vLLM based inference framework for agentic workload.

Summarize web pages and YouTube videos with pluggable LLM backends (Ollama, OpenAI). CLI, library, and Gradio UI.

Generate Tweet texts using OpenAI's GPT-3 based Davinci model

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests.

Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"

🦞 Open-source browser-based voice chat for AI assistants. Self-hosted, private, free. Whisper STT + ElevenLabs TTS. Works with OpenAI, Claude, or custom agents.

A personal job application AI Agent for job discovery, fit scoring, tailored materials, form filling, human-gated submission and application tracking.

Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. It is local-first and under MIT license.

TikHub API 助手是一个 Codex/Claude Code Agent Skill，用于帮助用户搜索、发现和调用 TikHub API。TikHub 提供了多平台社交媒体数据 API，支持抖音、TikTok、小红书、Instagram、YouTube、Twitter、Reddit 等平台。This is a TikHub API skill/documentation repository.

Open-source AI agent skills + 80+ strategy templates for autonomous trading on Hyperliquid — build, deploy, and protect strategies across crypto, equities, commodities & indices, with two-phase trailing-stop (DSL) exits.

实战案例：从 0 到 1 搭建 LLM 智能简历筛选 Agent 系统（设计+实现）智能简历筛选系统 · Resume Screener 基于 LLM + 向量检索的智能简历筛选系统 上传简历 → 用一句话描述岗位需求 → 自动解析、检索、过滤、评分、排序并生成候选人分析报告

Online-adaptive multi-agent framework for enterprise API orchestration. Adaptive circuit breakers, SLA-driven routing, hybrid LLM+rule intent parser. Apache 2.0.

Portable , scalable , secure AI Agents

OKF-powered knowledge context for Claude Code — injects your project's knowledge base at every session

Codex-first Agent Skills library for premium frontend, website, motion, accessibility, QA, and handoff workflows.

An open-source cost controller for AI agent loops — stops a loop when it's actually converged and rolls back before it degrades, instead of running to a fixed max_iterations cap. Real-time loop-gain (Aβ) bands + best-so-far rollback. Adapters for LangGraph, CrewAI, AutoGen, LangChain, OpenAI Agents, and Claude Agent SDK; raw API for custom stacks.

Field-tested, open-source skills for Hermes Agent.

An open-source, terminal-based AI coding agent that reads your code, calls tools, and helps you build.

Principal-PM-level product-teardown skill — reverse-engineer any product as a system and render a bilingual (EN + ZH) HTML report with a product-screenshot gallery.

AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration

Переписывает промпт под правила той модели, где вы работаете: GPT-6 Astra, Claude Fable 5.1, Opus 5, Codex. Каждая правка со ссылкой на офиц. док. Работает на вашей подписке: без API-ключей, без зависимостей, офлайн.

Chat with your favorite models, gather a team of Cupcake advisors, and turn questions into ideas, working code, and projects worth keeping.

Web Application that can generate code and fix bugs and run using various LLM's (GPT,Gemini,PALM)

[ACL 2026] OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces

🍣 TunaCode AI CLI coding agent with safe git branches, rich tools & multi-LLM support.

[CVPR 2025] MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation Distillation

A powerful AI observability framework that provides comprehensive insights into agent interactions across platforms, enabling developers to monitor, analyze, and optimize AI-driven applications with minimal integration effort.

Official repository of the 2025 paper, LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra.

Integrations between MongoDB, Atlas, LangChain, and LangGraph

本系列内容将带领大家从零基础理解 LangChain V1.x 及其相关生态（包括 LangGraph、DeepAgents 等）在当前主流智能体（Agent）开发中的定位与核心能力。将依次完成基础环境准备、依赖安装、入门级 LLM 调用、Prompt 工程实战、Agent 类自动化流程构建、知识库（RAG）、向量检索、结构化/非结构化数据处理、多模态与插件集成等能力点。通过真实业务场景（如问答助手、内容摘要、API 组装等）的逐步拆解与落地案例，配合全流程源码讲解和操作演示，你将掌握 LangChain 最新 V1.x 体系下的核心开发范式，以及最佳工程实践和故障排查思路，最终能够独立搭建、升级和维护自己的智能体应用与工作流系统。

A comprehensive directory of Anthropic's Claude Connectors catalog: 2,982 MCP integrations across both catalog surfaces (curated web directory + in-app catalog incl. community and desktop-extension connectors), plus 39 held pending vendor verification, with per-entry descriptions and use cases.

Ai agent claude trading skills for disiplined, repeatable trading workflows with a modern typescript platform

Agentic-first Cursor Rules powered by MiniMax M3 - clarify-first prompting, interleaved thinking, and full tool orchestration for production-ready AI coding

Local-first Canvas LMS AI agent that learns each course's recurring assignment workflow and reuses it through scan -> approval -> execute with student review.

Data Science Skills for AI agents like Claude Code

Intelligent multi-LLM router with task-aware routing strategies, cost optimization, and production safety controls — drop-in OpenAI-compatible API

Verification-gated skill routing and self-improvement harness for Hermes-style agent skills

ASL · 本地可日更的 A 股研究湖 · 42 数据集 · MCP 供数 AI agent · 零 token 零注册 | Local A-share research lake — history for humans & agents

Zero-modification Human-in-the-Loop adapter for OpenOPC's agentic DAG runtime.

Multi-agent department framework for long-form complex tasks, fighting AI hallucination, validated on academic research. 共识管线：多智能体部门长线任务解决框架，对抗AI幻觉，以学术研究为验证场景。

OpenClaw + 大模型驱动的完整电商客服自动化系统：覆盖淘宝、拼多多、抖音、快手、小红书、视频号，包含浏览器/手机 Worker、订单物流与售后工具、记忆、回执、恢复和 Eval。

Turn vague product or feature ideas into clear, checkable requirements before planning or coding—mapping rough descriptions to professional terms, exposing ambiguities, and aligning goals, flows, and boundaries. 这是一个需求澄清 Skill：把说不清的想法整理成一份清晰、可核对的需求清单，在执行任务前对齐目标、流程与边界等。

MVP of an idea using multiple local LLM models to simulate and play D&D

动手学大模型全栈：CS336 中文精讲 · PyTorch 手搓 Transformer · 单卡复现 Pretrain/SFT/LoRA/DPO/GRPO/RLVR · PEFT/Agent/RAG 落地（含真实实验、曲线与复现脚本）

Lossless long-term memory for a personal AI: never summarize, keep every line, put a timestamp on everything.

Make WhatsApp ChatBot and use WhatsApp API to send the WhatsApp messages in python .

Large Language Model (LLM) Inference API and Chatbot

Self-hosted API execution layer that sits between your agent and the outside world. Your agent says what it wants to do. Jentic Mini handles the how — finding the right API, injecting credentials at runtime, and brokering the request

Genspark AI open-source, self-hosted Super Agent. Free alternative to Genspark.ai with multi-agent orchestration, deep research, Sparkpages, AI slides & sheets, image generation and 80+ tools. One-command Windows install. Run locally with any LLM (OpenAI, Anthropic, Gemini, Ollama)

Benchmarks for Multi-Objective Multi-Agent Decision Making

Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)

Portable Memory Harness for Agents. Grounding the Autonomous Era

A self-evolving subagent system for Claude Code

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning

AGENTS.md/CLAUDE.md generator and ExecPlan harness for Codex, Claude Code, Cursor, Antigravity, OpenCode, Pi and other coding agents. Use api keys or authenticate with Codex or Claude Code

MCP Armor continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.

An Execution Isolation Architecture for LLM-Based Agentic Systems

一个 LLM 驱动的 Galgame

A full-stack ai agent chat project, built with langgraph+fastapi+nextjs, supporting tool invocation and RAG knowledge base

Open-source AI customer support platform — AI chatbot with human handoff, Shopify & Slack integrations, visual workflow builder. Self-hosted alternative to Intercom & Zendesk. Apache-2.0.

Durable MCP control plane for long-running Codex Desktop tasks

A collection of awesome AI-for-research papers and projects, covering all stages of the research process and a wide range of scientific domains.

Some tools help. Some tools assist. Villani Code intervenes.

Deep research skill for AI agents: live web research, source reputation checks, safer URL fetches, and structured evidence feedback.

Astra Skill Optimizer for GPT-6/Astra project Skill and workflow adaptation

Demonstrates how to build a streaming enterprise agent using Azure AI Agent Service. This sample integrates local HR and company policy documents, Bing for external context, and GPT-4o (though the service is model-agnostic) to deliver real-time Q&A and automated workflows.

CLI to create Fastapi projects easily.

SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433

A Clawdbot skill to run Claude Code (Anthropic) on the host via the claude CLI (Agent SDK).

[ICLR 2025] Official repo of "Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs"

Hammer: Robust Function-Calling for On-Device Language Models via Function Masking

Cliptolution剪辑进化，面向视频编辑和创意制作的ai agent

🦞 ClawMark: A Living-World Benchmark for Multi-Day, Multimodal Coworker Agents

AgentSmithy provides a series of tools and templates that simplify the process of building and deploying custom AI agents on Google Cloud.

MemPrivacy is a privacy-preserving personalized memory management framework for edge-cloud agents.

Secure autonomous AI agent framework and platform. Build AI teams by describing what you want. Orchestrate agents that can do everything a human can do.

MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable into any model.

Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically

Open-source, self-hosted AI phone receptionist powered by OpenAI Realtime API. High-fidelity speech-to-speech voice agent. Drop-in replacement for overpriced AI receptionist SaaS.

transformers safetensors gemma4_assistant text-generation any-to-any arxiv:2607.02770