Python agents

This is the repo where you learn ai agents and ai llm application

An open-source, AI-powered chat widget that brings RAG, tool use, and conversational AI directly to your readers. Transform passive browsing into interactive exploration.

基于 LangGraph + LangChain + MCP 的政策文本深度分析工具，提供极致的用户交互体验。

AI-powered Design Authority — 5 specialist agents evaluate architecture decisions and deliver structured rulings in under 60 seconds

Upload your resume and provide a Google Form link. This app will automatically extract information from your resume and fill out the form!

面向 A 股投研，针对分析时效差、逻辑不全及数据难量化痛点，自主构建以 Qwen2.5-72B-AWQ 为核心的全链路自动化投研系统。利用 LangGraph 编排多智能体协作流，融合 LoRA 垂直微调、MCP 工具链与 CoT+ReAct 架构，实现从行情舆情实时采集、产业链知识图谱多维推演到 Reflexion 反思审核的投研全闭环，每日 9:00 定时产出机构级专业研报推送飞书，显著提升投研决策自动化水平。

MindBloom AI is an AI-powered mental health voice companion offering empathetic, real-time conversations in 11 Indian languages. Features crisis detection, mood tracking, guided breathing exercises, and therapy booking. Your gentle wellness guide. 🌸

SAMAR is an AI-driven tool designed to automate research and analysis processes for mergers and acquisitions (M&A), facilitating the generation of comprehensive reports. By leveraging advanced artificial intelligence techniques, SAMAR streamlines tasks such as data collection, financial modeling, and risk assessment.

A Model Context Protocol (MCP) server that provides Android TV remote control functionality to AI assistants and other MCP clients.

Production-ready Python 3.13+ CLI/API system with Adaptive RAG, multi-engine TTS, OpenRouter key rotation, FastAPI backend, and Next.js dashboard

An open-source voice agent built on the PamirAI Distiller device, combining speech recognition, and text-to-speech to create a conversational AI assistant with OpenClaw you can talk to.

Discord Bot by GDjkhp

Local near real-time voice AI assistant

AI Model Pricing Aggregator - Compare AI model pricing across AWS Bedrock, Azure OpenAI, OpenAI, Google Gemini, OpenRouter, xAI and more

Transform complex legal documents into clear, actionable insights with AI-powered analysis.

Privacy-first AI middleware with local PII detection, approval gate, and automatic de-anonymization. Query your documents with any LLM — GDPR, KVKK, HIPAA ready.

Better, open-source, LLM wrapper (user management, text processing, file processing, image generation, web search, local models)

LLM-assistant that searches PubMed, retrieves abstracts or full-texts, and generates answers using OpenAI ChatGPT. Features a custom RAG pipeline, semantic search, and knowledge graph generation.

Comprehensive docstring quality vetting for Python projects

Minimal Coding Agent for use on iPad/iOS in a-Shell Terminal

A workflow tool to track new videos and deliver concise briefings. | 用于追踪新视频并产出精炼简报的工作流工具

Proposal-first research, grounded in evidence. ScholarClaw searches the real literature, stress-tests novelty, orchestrates review and revision, and helps turn rough ideas into stronger, more defensible papers.

A financial chat application powered by LangChain, OpenBB, and Claude 3 Opus.

Filesystem-based persistent memory for LLMs and AI agents -- unlimited context windows without lossy summarization

KG-RAG + ToT + multi-agent LLMs for evidence-grounded QA with Neo4j and fine-tuning; reproducible medical case study & evaluation.

Multi-agent orchestrator with cyclic personal-to-org memory · Apache 2.0 · Python 3.11+

Open-source framework for growing your own "Claudicle"—an adaptive membrane for Claude Code and AI orchestrators, powered by the Open Souls paradigm

Local-first knowledge system that turns notes, files, and AI chats into durable memory.

🐙 Multi-armed mocks for LLM apps - Drop-in replacement for OpenAI/Anthropic APIs for deterministic testing

MCP server for RedNote (Xiaohongshu) — analyze content, comments, and trends with structured tools for LLM workflows.

A complete RAG microservice that ingests from multiple sources, stores embeddings in PGVector with hybrid search, and provides both raw chunk retrieval and LLM-powered answer generation. Built with FastAPI, Celery, Redis, and LlamaIndex. Production-ready with rate limiting, health checks, and Docker deployment.

1,000+ open taxonomy systems with 1.2M+ codes and 320K+ crosswalk edges. NAICS, ISIC, NACE, HS, SOC, ISCO, ESCO, CPC, UNSPSC, ICD-10/11, Patent CPC, GDPR, and more - all connected. REST API + MCP server for AI agents. Open source (MIT) by Colaberry Inc.

Pangolinfo 亚马逊爬虫与数据采集工具：基于 Pangolinfo Amazon Scrape API / 数据 API 实现 Amazon 实时数据采集（商品详情、关键词、评论、榜单、类目/利基），输出 AI 友好的 JSON/Markdown。面向 Agent 与 AI 应用，支持 Skill 集成，低成本、高效率、易维护的采集软件与采集工具方案。

In this article, I will show you how to build your first AI agent from scratch using Google’s ADK (Agent Development Kit). This is an open-source framework that makes it easier to create agents, test them, add tools, and even build multi-agent systems.

Reuse your AI subscriptions. One module, every provider. OAuth PKCE for ChatGPT Plus/Pro, API keys for Claude/Gemini/DeepSeek, device code for Copilot. ~500 LOC, only depends on httpx.

Automated OpenRouter API Key harvester: Outlook registration → OpenRouter signup → email verification → 2FA → API Key creation → notifications → Web dashboard. Playwright-based, supports AI Agent Skills.

🔥 OSINT (Open Source Intelligence) analysis tool that uses the power of an autonomous AI agent

AI Computer Use for Claude Code — The open-source alternative to OpenAI Codex's playwright-interactive. Dual-engine: Win32 API + Playwright. Control WeChat, DingTalk, Feishu, QQ, Slack, Teams, and any web/Electron app. Automated QA, viewport testing, visual feedback loops.

UK property search UK property portals like Right Move and Zoopla. Normalized JSON output. Built for AI agents.

Self-hosted Compound AI System for sovereign environments. Features token-saving complexity routing, deterministic MCP tools for math/logic, configurable expert templates, causal/reinforcement learning, agentic loops, and a federated Neo4j GraphRAG.

Agent plugins for CN and EN journal targeting: candidate discovery, source verification, risk screening, and 2+2 journal decision matrices.

Benchmark abierto en español de 170 modelos de IA (118 con 20+ runs, 69 rankeados, juez Phi-4 independiente). Calidad, costo, velocidad, long-context y fuga de credenciales como dimensiones separadas. Alternativas a Claude, GPT y Gemini para agentes n8n/Hermes. Calculadora interactiva con tus propios pesos.

Mission control for AI coding agents

Azure integrations for Twilio Agent Connect — connect Microsoft Foundry agents to Twilio's channels, memory, and context.

The world's first all-seeing, all-hearing, (almost) all-doing AI agent.

MCP server for SSH and Serial port remote access

Pull-model episodic memory plugin for Hermes Agent. Real deletes, audit trace, BYO Claude. MIT.

MCP-based TTRPG game engine — deterministic rules, NPC agents, branching saves

MCP server that gives Cursor and Claude Code deep Agno framework knowledge — architecture plans, anti-pattern detection, and RAG over the official test suite

CASCADE is a principled solution to deployment-time learning, which is built on top of the principle of case-based reasoning and utilizes the contextual bandit algorithm to accumulate cases and optimise case retrieval policy over deployment steps.

Evidence-synthesis RAG assistant for TCM practitioners — hybrid vector + knowledge graph retrieval over 17 classical texts, with query classification, self-critique verification, and blind A/B arena evaluation.

【中文小说写作学习工具】 这是一个帮助热爱写作、想学习写作的个人提升小说创作能力的AI辅助工具。本工具旨在通过人工智能技术，为小说写作爱好者提供学习资源、创作灵感和写作指导。

Quorum: orchestrate a swarm of AI experts on any question. Specialists debate, research, and validate — then a polymath supervisor delivers the verdict. One command, multiple minds, stress-tested answers.

Agentic-DART — autonomous detection & response agent. Architecture-first, not prompt-first. Starts as agentic DFIR; designed to expand toward agentic SOC and beyond.

Agentic knowledge retrieval redefined with an AI agent system that combines traditional RAG (vector search) with knowledge graph capabilities to analyze and provide insights about big tech companies and their AI initiatives. The system uses PostgreSQL with pgvector for semantic search and Neo4j with Graphiti for temporal knowledge graphs.

An intelligent, automated newsletter generation system that crawls the web for AI and tech news, processes it through multiple AI agents, and delivers personalized newsletters via email.

AI chat for Workday using MCP and custom LLMs

A health workspace and longevity companion for Claude — connects your labs, training, sleep, and family history so every conversation builds on the last.

Claude Code plugin marketplace — AI/ML toolkit, consulting frameworks, and real estate investment analysis

A complete guide - from zero to hero production AI agents Written for Python developers who have never built an AI agent before.

Sentence-level analysis of 42,971 AI citations across Google AI Mode, Gemini, ChatGPT, Perplexity, Copilot & Grok. Decodes #:~:text= URL fragments to reveal exactly what Google quotes.

Code once, run everywhere across Ollama, LM Studio, MLX, HuggingFace, vLLM, OpenAI, Anthropic, and more with consistent APIs for tools, structured output, streaming, media, prompt caching, and secure OpenAI-compatible gateway deployment.

AI skill for mirroring public webpages into local pixel-perfect replicas with captured assets, visual QA, and rebranding inventories. 像素级复刻公开网站，内置抓取资源、视觉QA能力和品牌替换清单。

MCP server that turns Claude into a Fantasy Premier League analyst. 11 tools: captain picks, transfer suggestions, player comparison, hit calculator, chip strategy, differentials, fixtures, price predictions, live points, squad scout. pip install fpl-intelligence

Codex Council adapts the LLM Council method to Codex-only workflows: five independent council roles, compact role outputs, anonymized review, rubric scoring, dissent capture, and chairman synthesis for implementation decisions.

Data analysis AI agent

AgentLoom Framework & Research: Building Trustworthy AI Agents Through Dual-Helix Architecture (Learning + Governance)

MCP bridge for Unreal Editor for Fortnite that lets Claude Code, Cursor, and other MCP clients drive a live UEFN editor safely.

Open-source AI assistent with voice interaction, automation and enginering tools

An AI-powered in-game assistant for AzerothCore

An open-source BI platform with AI-powered dashboards, real-time chat, and multi-database connectivity. FastAPI + Nuxt 4 + LangGraph.

The Hummingbird Coding Agent — minimalist, model-agnostic, and composable. Built from first principles with tree-based memory, surgical file edits, and a rich terminal UI.

Production-ready AI agent skills for Claude Code, Codex, Cursor, and the Agent Skills Open Standard

Markdown-first multi-model AI orchestration in one tmux session. A single coordinator (Chrono) routes scoped markdown task packets across 4 frontier model lanes (GPT-5.6 Sol / Claude Opus 5 + Fable 5 / Gemini 3.5 / Kimi K3) and 73 role-based specialists — with cross-family review gates, git-snapshot safety rails, and no server. Dogfooded.

Human-in-the-Loop Web Novel Agent 是一个基于大模型、多智能体协作和 RAG 的长篇网文半自动生成系统。项目目标是缓解 LLM 写长篇小说时常见的上下文遗忘、逻辑发散和角色崩坏问题，并允许用户在关键节点介入审核。

Open-source CLI for business model research. Collects public evidence, runs analyst agents, and marks report claims as verified, inferred, or missing.

Flow-driven recursive skill evolution for agentic LLM orchestration.

Multi-Agent AI Code Review System - Security, Performance, Logic & Style agents running in parallel via LangGraph + Gemini 1.5 Flash

An AI agent that runs inside Houdini - not beside it. Natural language in, real undoable nodes out. USD-native memory, five LLM engines, honest by design: unmeasured renders UNKNOWN, never a guess.

Local coding-agent orchestrator — DAG of auto-approved, git-worktree-isolated sub-sessions across LLM providers (Claude/Kimi/Grok/DeepSeek/local). AGPL-3.0.

Beginner-to-master roadmap for becoming a modern AI engineer: AI and ML fundamentals, deep learning, LLMs, RAG, agents, model infrastructure, optimization, hardware acceleration, AI security, blockchain, and ZKML.

Sep-CMA-ES: the separable CMA-ES optimizer behind TRINITY's evolved LLM-coordinator router (Sakana FUGU). NumPy, no LLM required.

AI-native, layered knowledge operations. A specification, reference skills, and a portable agent for any AI harness and any agentic IDE.

Curated AI Workflows, Skills & MCP servers for secure multi-agent development

面向中文开发者和中文用户的通用 AI agent 访问层：把网站、App、API 和重复流程路由到 agent-native CLI。

Give an LLM a URL and a goal — it drives a real browser, fills forms, and returns structured data. The browser that scripts itself.

🤖 Tired of repetitive technical support emails? Automatically transform GBs of Foxmail history into a searchable QA library (JSONL/CSV) using AI Agents. Built for speed, privacy, and multi-language support.

ATRIUM is a local-first full-stack AI company workspace for Mac/windows. This repository includes the FastAPI backend, Vite frontend, Docker services, runtime configuration, and beginner-friendly one-prompt setup guides for installing Postgres/pgvector, Ollama, Letta, and the web app together from the start.

Production-grade Cursor slash commands with paired skill contracts, behavioral evals, and ship-gate CI. Install as a user plugin.

lo2cin4bt 2.0 beta: local AI-assisted quantitative research and backtesting framework.

Build & host live AI agents with 5 lines of code.

Open standard for portable AI knowledge interchange — JSON-LD + Markdown dual format with W3C PROV provenance, bi-temporal tracking, entity relationships, and OKF support.

GEO-first SEO toolkit for Codex. Audit websites for AI search visibility across ChatGPT, Perplexity, Gemini, Google AI Overviews, and Bing Copilot with Codex skills, agents, crawler checks, citability scoring, schema analysis, llms.txt generation, and client-ready reports.

Resources for connecting agents to the right tools, APIs, and documents with context-aware toolset selection, efficient token usage, and built-in governance. From Microsoft Build 2026.

Demo walkthrough and sample code for standardized multi-agent observability across clouds using Azure AI Foundry and OpenTelemetry GenAI semantic conventions. From Microsoft Build 2026.

The trust and intelligence layer between AI agents and your database. Read-only by architecture, semantic knowledge graph + audit log, MCP-native.

HERO - Harness for Engineering and Run-time Orchestration: a runtime control system around foundation models for autonomous software-engineering missions.

Git-versioned, provenance-grounded knowledge layer extracted from a codebase, served to humans and AI agents via MCP

Lightweight Python SDK for LLM inference logging and observability