Python agents

Research benchmark: conversational memory learning on a corrected LoCoMo dataset

Modern modular interface for orchestrating AI agents. Value-based flow management, FastAPI + React + CrewAI.

Open-source agent skills for Claude Code, Claude Cowork, Codex, Cursor, and Gemini CLI. Connect AI agents to Google Analytics, Search Console, and Drive. From Temi (usetemi.com).

Yet another AI agent framework — but this one's named after me, so it's automatically better.

Build a 100% local AI Agent which uses Google to research topics

MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture

🏰 883+ Universal Agentic Skills for Claude Code, Gemini CLI, Cursor & More — Curated by Rootcastle Engineering & Innovation (REI) | Batuhan Ayrıbaş

📄 Extract BibTeX entries from PDFs automatically, generating a complete bibliography without manual input or reliance on external APIs.

一个面向个人与团队的 AI Workspace，将云存储、文档管理、LLM 与知识库与Harness工程整合到统一的平台中，让 AI 能够真正理解、编辑、创建你的文件，而不仅仅是存储它们。

langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.

AI Agent for Monthly Budget Management

🚀 AI-powered freelance gig aggregator MCP server for Claude Desktop. Search gigs, generate proposals, negotiate rates & optimize profiles with ChatGroq AI.

CodeNova an Ultimate Gen AI project with multiple features that helps developers to get their job ready and also ensure their to help in production level

A state-of-the-art multi-agent travel planning system built with LangGraph, Google Gemini Flash-2.0, and DuckDuckGo Search. The system offers three different planning approaches, from traditional single-agent to cutting-edge multi-agent collaboration using modern industry frameworks.

A production-grade AI Agent that intelligently answers user queries by combining a private knowledge base (RAG) with real-time web search, powered by LangGraph orchestration. The system emphasizes transparency, control, and modular design, making it easy to understand, debug, and extend.

AI Mafia Game is a full-stack application that simulates the classic party game Mafia (also known as Werewolf) where AI agents with unique personalities and characteristics play against each other. The project demonstrates advanced AI integration, real-time simulation, and interactive visualization of complex social dynamics.

A Deep research agent that will pull live data from sources like Google, Bing, and Reddit for answering user queries

RAG system for intelligent question answering over PDF documents

基于 LangChain + LangGraph + Qdrant 构建的本地 AI 数字员工，支持 PDF/Word 知识库问答、5 类智能报表生成、多轮对话记忆、HyDE 混合检索与全自动量化评估。

AutoGDB: First Automatic Binary-exploitation Tool combining ML ReACT Reasoning and GDB Dynamic Debugging (2024)

chatbot com IA e RAG integrado ao whatsapp pelo waha.

🤖 Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local models powered by Ollama.

Automate the creation and sending of cold outreach emails with a simple, streamlit app.

LangGraph AI Agent is a personal AI bot built using LangGraph, designed to interact with users for various applications. It leverages multiple language models (LLMs) to provide intelligent responses and can be configured according to user preferences.

Template for building a High-Accuracy Retrieval-Augmented Generation (RAG) pipelines with hybrid search (semantic + keyword), reranking, and LLM-based generation.

基于 LangGraph + LangChain 框架构建的智能旅行规划助手，通过 MCP 协议接入高德地图云服务，提供个性化的多日旅行计划生成。

AI research assistant that extracts structured patterns from papers using RAG, LangGraph, and Claude. Query across your research library with natural language.

A powerful AI-powered application for generating and exporting YouTube short-video scripts.

A Python library that bridges LangChain with Discord, providing tools for reading and sending messages to Discord channels. Includes a convenient toolkit for easy setup, plus examples for extending your LLM-driven workflows into Discord.

Learn from PR reviews, help your team proofread faster and more efficiently with LLMs.

A RAG application to search through the recent ML research without going through the Papers with Code manually.

AI-powered stock analysis and investment recommendation app using CrewAI agents, Gemini LLM, DuckDuckGo Search and real-time market data. Generates comprehensive reports, news summaries, and buy/hold/sell advice.

Agentic multi-agent runtime inspired by cybernetics, Stafford Beer’s Viable Systems Model, and systems theory.

Local Codebase Assistant, data are locally and the inference is customizable!

Multi-agent pursuit in matrix world (pursuitMW)

Multi-agent RAG system with a Supervisor architecture — search, ingest, and manage knowledge bases via natural language.

Local-first AI inference platform for LLMs — private chat, RAG, defense-in-depth security (Daily/Bulbe, encryption at rest, 2FA), on your own hardware. SvelteKit + FastAPI

Asyncio-native Actor framework for Python agent systems — supervision, middleware, pluggable mailbox

ClawAI is a Lightweight, Action-oriented Personal AI Assistant.

🤖A Voice-First Agentic AI for Government Schemes in Hindi. Built with LangGraph (State Machine), Groq (Llama-3), and EdgeTTS for low-latency, CPU-optimized inference without GPUs.

Official Code for "SciCoQA: Quality Assurance for Scientific Paper--Code Alignment" https://aclanthology.org/2026.acl-long.1795

📊 Analyze 小红书 data to uncover market opportunities and user needs, generating automated reports for business idea validation.

A Python package for tracking and analyzing LLM usage across different models and applications. It is primarily designed as a library for integration into development process of LLM-based agentic workflow tooling, providing robust tracking capabilities.

A free (no API key needed) MCP server providing web search capabilities through SearXNG, optimized for LLM agents.

A personal‑AI workspace that puts privacy first.

Meeting AI assistant, records, transribes, auto generated summaries, can also use llm agent to send summaries as mail or push to a notion page.

Project that scape all github repositories, read them, analyse with an AI and return you on a discord webhook project that could interest you.

Personal desktop assistant with real-time chat, agnostic support for multiple LLM providers (local and free-tiers included), a full agentic team and local automation with permissions. You can customize it as you wish.

Deterministic regression testing for AI agents

Lightweight journal/memory plugin for Claude Code with zero ML dependencies. Features slash commands, proactive skills, and auto-capture hooks.

🤖 Интеллектуальный мультимодальный AI-помощник с системной интеграцией

Deterministic mock server for LLM APIs. Test your AI code without spending tokens.

📋uPlan - AI-powered development planning automation tool that generates structured project documents and to-do lists. Streamlines your planning workflow with template-based questions, Supports multiple AI models and offers customizable templates for development planning.

AI-powered email security & triage daemon — IMAP IDLE monitoring, SPF/DKIM/DMARC/DNSBL/URLhaus/VirusTotal enrichment, multi-provider AI (OpenAI/Anthropic/Ollama) for threat detection and graymail filtering, whitelist/blacklist, Flask web UI, and full audit log.

SwiftBar plugin: live Claude.ai session & weekly usage in your macOS menu bar

claude-node lets Python directly run, supervise, and integrate the real local Claude Code runtime. It preserves native CLI capabilities through stream-json, explicit session lifecycle, and process-level control — not another high-level agent framework, but a thin runtime layer for embedding Claude Code into your own systems.

:star: Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models

MindOps is the layer where AI meets awareness, where observability data becomes self-interpreting, and where signals evolve into neural decisions. It is the operating system for understanding — not just monitoring — modern infrastructure.

Branch-based LangChain learning path for building agentic AI apps, ReAct agents, tool calling, RAG with Weaviate, and a Streamlit documentation assistant.

TalentScout is an AI-powered hiring assistant provide intelligent recruiting and candidate evaluation support. The system features configurable AI personas, adjustable conversation memory, and a user-friendly interface designed to streamline the hiring process through natural language interactions.

The missing developer tool for working with vector databases. A comprehensive desktop app for visualizing, querying, and managing vector data.

A knowledge aggregator for computational biology

Enhance your RAG with Contextual Retrieval

A Streamlit-based Retrieval-Augmented Generation (RAG) application that enables searching within PDF files using Ollama and DeepSeek R1. It leverages FAISS for vector search, HuggingFace embeddings, and LangChain for document retrieval and response generation in Arabic.

Turn any Java, Kotlin or Python project into an AI-ready context file in one command.

An AI technical biographer that transforms your GitHub footprint into a professional Persona Audit PDF. Features agentic repository deconstruction and a savage roast mode.

Benchmark-driven model routing for OpenClaw with data-driven policy tuning. Inspired by karpathy/autoresearch.

Turn AI into anyone — data-driven persona generation from real social media. 说一个名字，AI 就能变成 TA。自动采集真实数据，生成比手写人设真实100倍的角色。

Connect your camera to an AI agent for hardware automation. Consent-gated webcam plugin for Claude Code + Codex CLI — point at a breadboard, multimeter, 3D print, or paper; the agent grabs a frame and answers.

🐧 is currently a work in progress... Stay tuned!

Autonomous research agent — 10 sources in parallel, self-correcting loop, exports PDF/Word/HTML. Powered by LangGraph + Ollama.

Autonomous AI coding agent — local-first, any language, any LLM. 24/7 daemon with task queue, heartbeat monitoring, cron scheduling, multi-agent roles, and web dashboard.

Get personalized advice from 5 product management experts by analyzing Lenny's Podcast transcripts

Persistent memory layer for Claude Code — Obsidian vault health, connection discovery, brain dump, session notes, email bridge. Five lightweight skills, CLI-first, any taxonomy.

Flask-based web client for Letta AI agent framework with chat interface and agent management

Curated AI skills for open data workflows — tool-agnostic instructions following the Agent Skills open standard

A Python MCP Server that converts ComfyUI workflows into parameter-configurable tools for AI agents. | 将 ComfyUI 工作流转化为参数可配置的 MCP 工具，供 AI 代理通过自然语言驱动图像与视频生成。

An experiment, not a tool: an autonomous agent on a local LLM that proposes changes to its own constitution and values; a human approves every one. Value layer (constitution, identity, skills, rules) sits behind a human approval gate, every change replayable. Runs on Ollama, holds up on a 16 GB Mac, no cloud LLM. Security by absence.

A general-purpose AI assistant

Local-first AI coding and automation agent with automatic Ollama setup, hardware-aware models, RAG, MCP, and a friendly terminal UI.

Thousands of templates to get you started. Simplify your automation tasks with ready-made solutions tailored to your needs. Find workflows for Telegram, Discord, Gmail, AI, and hundreds of other integrations. Build your first workflow,

Community-driven repository of reusable OpenClaw agents and sub-agents with validation workflows, fixtures, and tests.

Agent Capability Standard is an open specification for composable AI agent capabilities. It defines 36 atomic capabilities across 9 cognitive layers, a type-safe workflow DSL, and grounded world modeling with trust-aware conflict resolution. Built on the Grounded Agency philosophy, it makes agent reliability structural—not optional.

Memory infrastructure for AI agents!! store, recall by meaning or association, ingest documents, and track beliefs in one Python library.

Zero-config visual debugging and auto-evaluation for LLM agents. Local-first tracing with a beautiful dashboard for OpenAI, LangChain, CrewAI, and more.

Do MCP tools serialize in Claude Code? Empirical study: readOnlyHint controls parallelism, IPC overhead is ~5ms/call. Reproduces #14353.

Local acceptance gate for coding agents: blocks false-green done until task-scoped proof is rechecked.

Autonomous LLM-powered simulation exploring LLM agent behavior with subjective memory and emergent narratives through multi-phase intention-arbitration-memory ticks. Arbiter resolves scenes, memory degrades via FIFO summarization, simulation mutates even in empty locations.

Zenodo MCP server — tool-based LLM integration with Zenodo (open-access research repository) via the Model Context Protocol (MCP)

Production-grade AI multi-agent collaboration framework builder Skill for Manus

A comprehensive collection of production-ready AI agent applications featuring single agents, multi-agent teams, and autonomous game-playing systems built with Phidata, CrewAI, LangChain, and Google ADK using OpenAI, Anthropic, Google, and open-source LLMs.

Hacker Agent 是一个专业的渗透测试 AI 助手，具备 OSCP、CEH 等专业认证知识体系。通过集成 MCP 服务器调用 Kali Linux 工具，实现从信息收集到权限提升的完整渗透测试流程。项目采用 ReAct (推理-行动) 方法论，让 AI 能够进行多步骤推理和决策，系统化地发现安全漏洞。

AI chat application with resumable LLM streaming, letting responses continue smoothly after reconnects or page refreshes.

一个专注于健康管理的AI智能对话平台，用户可以通过文字、文件上传等方式与AI助手进行健康咨询。系统支持多会话管理、智能文件分析、健康报告解读、RAG知识库检索增强等专业功能。

Multi-agent AI chatbot with dynamic configuration using LangGraph workflows, RAG search, MCP tools, and LaunchDarkly AI Configs. Control AI behavior, swap models (Claude/GPT/Mistral), enable research tools, and run A/B experiments without code deploys.

Enterprise RAG pipelines with native IRIS vector search. 6 production implementations with RAGAS evaluation, LangChain, AWS/Azure configs. No external VectorDB required.

Spec Crew is a spec-driven CrewAI toolkit for Claude Code and OpenCode, with canonical commands, agents and skills.

Multi-agent research CLI. Plan, search, scrape, synthesize, review -- all from your terminal.

🚀 Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.