Python agents

Privacy-first local RAG system for code and knowledge retrieval with hybrid search, ChromaDB, file watching, and LLM failover.

Personal markdown memory for coding agents — brain-modelled curator, three retrieval tiers, lives on your disk.

16-week structured curriculum for going from "I called the LLM API" to shipping production-grade Agentic RAG. Go + Python, ~80 hours total.

RAG 系统 - 莆仙话方言智能问答系统

A fully local Cybercrime SOP assistant for India, combining a FastAPI backend, React frontend, and Ollama-powered RAG system to provide guidance, resources, and reporting workflows without cloud dependencies.

Sovereign, local, offline RAG for code auditing

沙漏记忆系统 — 19 MCP工具，全文搜索/语义搜索/知识图谱/人格分析。Hermes Agent 深度记忆增强。Forked & maintained by sixgodgit, original by lovevin1314-tech.

An AI-powered legal chatbot that leverages Retrieval-Augmented Generation (RAG) with DeepSeek R1 for advanced legal reasoning and document analysis.

🎭 A privacy-first, local roleplay agent powered by Ollama and FAISS. Features a sophisticated 3-layer memory system (Short/Medium/Long-term) for consistent, relationship-aware AI interactions.

Agent-compiled knowledge base: compile/cache/retrieve as one answer ladder, with computable staleness and machine-verifiable provenance.

Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API routes, ORM models, architecture decisions & git history as a typed, provenance-tracked graph, served over MCP. Built on AgentForge.

Baymax is an intelligent AI-powered medical document retrieval and query assistant designed to help users extract and understand information from medical PDF documents using advanced natural language processing.

Middle Python (Django, DRF, FastAPI) backend developer's path to becoming an ML Engineer / MLOps Engineer — in Uzbek

A comprehensive AI-powered chat system built with modern microservices architecture, featuring LangGraph, FastAPI, and a beautiful Vue.js frontend. The system provides enterprise-grade chat capabilities with advanced AI integration, user management, and administrative controls.

Local-first document archive assistant for semantic search and RAG using local LLMs and embeddings.

Local, self-correcting RAG for scientific papers: hybrid retrieval, sentence-level faithfulness checks, and a reproducible benchmark.

A self-running fleet of AI agents that teaches its owner to think like an AI product manager - and maintains itself daily with no babysitting. Built on Claude Code.

Personalized Daily Research Paper Recommender

🕸️ Crawl any website into a queryable navigation + content graph and find the shortest click-path to any action — deterministic, no-LLM browser automation

ExoBrain CLI - atomic reasoning engine for agents

🐑 Ultra-lightweight CLI AI Agent — pure REPL, zero TUI, Linux-native

Open-source, self-hostable swarm-intelligence simulations with LLM agents: reports, entity graphs, and prediction markets.

A collection of AI agent skills focused on medical imaging and healthcare workflows. Built for radiologists, healthcare IT professionals, and researchers who want AI coding agents to help with imaging workflows, clinical documentation, AI integration, and medical research. Works with Claude Code, Codex, Cursor, Windsurf, and many other agents.

A small, clear, and extensible multi-user Web Agent — chat, call tools, operate a workspace, browse the web, search for information, with each conversation running in an isolated sandbox.

Welcome to AI-Native Startup Codex Skills, a structured skill ecosystem designed to help founders, builders, and lean teams use Codex as a strategic startup operating layer.

Open-source AI cybersecurity agent skills for SOC, incident response, threat hunting, red team, blue team, and DevSecOps. 79 skills + 12 cs-* orchestrator agents across 12 security domains. Mapped to MITRE ATT&CK and NIST CSF 2.0. Runs in Claude, ChatGPT, Gemini, Ollama, and AnythingLLM with no SaaS lock-in.

Think like an attacker. Ship like a defender. — Open-source SKILL.md packs for hardening LLM systems: prompt injection, RAG security, tool execution, data leakage & governance. Framework-aware (LangChain, LlamaIndex, Semantic Kernel) and language-portable. Built for engineers who ship to production.

Repository for practicing GenAI & RAG examples

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Identity resolution for AI applications

Enable unified search and AI answers across text, images, audio, and video using multimodal retrieval-augmented generation with source citations.

Terminal-first AI web search agent. Smart CLI builds precise YouTube & Google queries, auto-launches a custom Streamlit video platform with inline player, shorts, and 45 related suggestions — powered by LangChain, InquirerPy, and YouTube Data API v3.

Chatbot for answering questions about the Systems Engineering program at Univalle Tuluá.

Successfully developed a state-of-the-art AI-driven credit underwriting engine using LangGraph and FastMCP that orchestrates multiple specialized agents to evaluate risk, detect fraud, and generate explainable credit decisions, delivering transparent, auditable, and tailored financial solutions with unmatched efficiency.

KARA is a Python toolkit for efficient document updates in RAG systems.

Recipe AI is a web application built with Streamlit and LangChain that generates easy-to-make recipes with nutrition facts based on the ingredients and kitchen appliances you have at hand.

AI Risk Intelligence Platform An end-to-end AI-powered risk analysis system that evaluates companies

Build your AI-powered team. Frameworks, role templates, workflows, and playbooks for running an organization with AI employees.

🌍 Create personalized travel itineraries with Agentic AI Trip Planner, leveraging CrewAI for real-time search and intelligent trip planning.

Multi-agent AI system that analyzes financial reports, identifies risks, and generates executive summaries using LangGraph, RAG and LLMs.

[ARCHIVED] Cryptographically audited multi-agent governance — Band of Agents Hackathon 2026 | BOB + AHMADBOT + EDUALC | WORM-sealed receipts — SSL v3.0

Multi-agent framework for Claude Code: tier-aware acceptance (S/M/L), acceptor/optimizer split, filesystem-isolated adversary review, cross-family second-opinion via Codex MCP, SkillOpt-style skill evolution, event ledger observability, human as supreme judge

Initialize a role-locked planner, developer, and QA multi-agent team for Codex projects.

Drop requirements docs → AI agents debate → structured specs with @implements in 7 languages.

🤝 Real-time Claude agent collaboration hub — Python REST+SSE server + bash CLI. Two AI agents sharing a message bus, task queue & context over LAN.

Substrate — a git-native, agent-operable shared state layer engine for a personal AI agent fleet. Template + mechanism + reference skills + adapters + migrations to build & maintain your own personal knowledge base.

Multi-agent AI blogging pipeline: research → write → edit → approve → publish

自然语言驱动的开源 CAE/FEA 多智能体编排框架

Multi-perspective code review council for Claude Code. 3 advisors by default, 10 agents in deep mode (Opus + Codex). Evidence chains, adversarial self-test, dual-path verdict. Based on Karpathy's LLM Council.

Keel turns coding agents into work owners: a project-neutral issue-to-done workflow backbone.

🤖 Multi-Agent Roundtable Engine / 多 Agent 圆桌讨论引擎 · Structured discussions · Consensus tracking · Python · Zero dependencies

Team AI agent built on Hermes Agent — Feishu-native, per-user memory isolation, layered skills, embedded RAG knowledge retrieval

Open-source Python framework for multi-agent AI orchestration, coding-agent swarms, council voting, provider routing, browser tools, MCP connectors, and workflow automation.

Shared Python libraries that Foundry-built agents install and extend — core protocols & DI, config loading, FastAPI HTTP layer, and AWS Strands SDK adapter. Packaged as a uv workspace; each library is independently versioned and ships as a wheel on GitHub Releases.

AI agent that can perform web searches using Amazon Bedrock

Local UI-grounding specialist for hybrid AI agents. Qwen3-VL-2B LoRA. Screenshot + text target → strict JSON bbox. Drop-in for Claude Code, Codex, browser-use. Cuts GPT-4V cost & latency.

MCP server for self-verifying AI agent loops: schedules, independent checker gates, stop rules, worktree isolation & durable state. Built for Cursor/Kiro/Claude via MCP. Inspired by the loop-engineering work of @addyosmani, @anthropics, and Codez (@0xCodez).

Provider-agnostic Python library for composable LLM execution patterns, including consensus, refinement, ReAct tool loops, structured output, and budget-aware calls.

LangGraph-based agent responds to queries using Retrieval-Augmented Generation (FAISS database) and a self-evaluation feedback loop. Grades document retrieval relevance, rewrites queries, and generates answers or quizzes with on-device Ollama LLM integration

🏆 Dell Cloud Native Award Champion, Agent M

A multi agent Agentic AI which performs web search and summarize the articles from the search.

Attack-and-defense CTF arena for competing against autonomous security agents

Safety-first agent control layer for NixOS: plan, sandbox, propose, verify, then human apply/rebuild towards an Agentic OS.

Dead-simple, local-first, framework-agnostic agent observability.

Evidence-first control plane for agentic work: turn a vague goal into a bounded contract, then refuse to call it done without proof. Hooks and MCP for Claude Code and Codex.

A robust agentic workflow for LLM-based development. Features role-based orchestration (Analyst, Architect, Developer), strict Stub-First methodology, and automated TDD/VDD cycles.

Provenance-governed AI memory for agents: a self-evolving second brain in your IDE. Every write cites a source or it's refused. Markdown + grep.

An intelligent AI-powered legal assistant designed to provide accessible, quick, and simplified legal guidance to users. This project leverages modern AI capabilities to bridge the gap between complex legal information and everyday users.

Memory migration tool for the Claw AI agent ecosystem — WorkBuddy, OpenClaw, QClaw, CoPaw and more

Zoe - Your Local AI Life Hub & Personal Assistant

Self-hosted corporate AI assistant: 12 messengers, RAG, monitors, coding tools, RBAC. Python/TS/Go/Rust stack. Privacy-first & modular.

MCP server giving Claude live access to flights, hotels, vacation rentals, Airbnb, activities, events, weather, and currency — plus persistent flight-price watches and per-property detail drill-downs. 11 tools, server-level rendering instructions, plain-English prompts.

AI-driven DFIR framework: an MCP server that turns Claude Code into an autonomous digital-forensics analyst on SANS SIFT - correlates disk + memory evidence, enforces a deterministic evidence-provenance gate, and produces auditable, hash-chained investigation reports.

A Claude-Code-Desktop–style coding agent tab for self-hosted Odysseus. One-click install, zero-risk add-on, works with any API or 100% local.

Full-stack AI-powered Personal Finance Tracker built with Python FastAPI backend, JWT auth, SQLite database, and Claude AI financial advisor. Track expenses, set budgets, get AI insights.

Archive Claude Code conversations to Obsidian via /save-chat, with cloud-shared multi-device config

MCP server giving Claude Code 105 tools to design KiCAD PCBs end-to-end: schematic, library indexing, PCB layout, autorouting (Freerouting), ERC/DRC, manufacturing outputs, signal integrity, RF design, thermal/EMC analysis, panelization, SPICE simulation.

Multi-timeframe crypto technical analysis signal generator for OpenClaw / ClawHub

Portable, self-contained snapshot of a complete Claude Code setup — 36 specialist agents, 148 skills, plugins, MCP servers & host tooling. Clone, claude login, run one script, restore the whole orchestration stack in ~20 min.

Open-source, AI-native apps that run entire departments — mapped to the role & industry they replace. 12 departments · 12 industries · 52 verified tools · one-command deploys. Self-hostable, provider-neutral, offline-capable.

Open-source Claude Code for academic papers — translate, write, review, and export research papers locally

A SME Legal Agent for R2AI Competition 2026 - Achieved 1st Prize

A world model in your agent's toolbox - see what happens before it does.

Use AI coding agents with OpenFOAM via sim-cli: run cases, inspect results, and produce replayable CFD artifacts.

Curated map of self-evolving LLM agents — 90+ papers, taxonomy, misevolution safety, 2 runnable demos.

基于 LangChain + LangGraph。Orchestrator（system prompt = mastermind SKILL.md 浓缩）经 delegate_attack / delegate_parallel 调度 5 个攻击 agent；旧 LangGraph 7-node 固定管线保留为 --mode scan 确定性回退。支持混合爬虫、改包重放、跨点价值链、JWT/GraphQL/prototype 检测、Triage 8 检查（含 SRC 合规）、docx/html 报告、Claude-Code 插件模式。

Use Codex and Claude Code with Ansys Workbench via sim-cli: journals, project inspection, persistent sessions, Mechanical handoff.

BandAI is a CrewAI-powered multi-agent orchestration platform that automates the discovery, adversarial legal evaluation, and proposal generation for Italian public tenders (bandi)

⚡ Autonomous AI-cognitive wireless security agent — Gemini AI + WPS/PMKID/Handshake + swarm agents + hacker TUI | Kali Linux

Zero Trust agent runtime for auditable AI-assisted engineering and research.

A powerful AI assistant built with Python for desktop control, smart automation for desktop or home devices, Generating code, and conversational AI capabilities.

SH-Jarvis: selbst gehostetes, deutschsprachiges KI-Assistenz-Oekosystem - Orchestrator/FastAPI, lokale LLM/STT/TTS, Gedaechtnis/RAG, Sprecher-ID, Autonomie, MCP, Pi- und ESP32-Sprachsatelliten mit Wake-Word Jarvis.

A Model Context Protocol server that gives AI assistants direct access to Wind Financial Terminal (万得) data.

Stateless MCP server for Redmine. Each user brings their own API key; no database, no shared secret.

MCP server for the Airbyte API — manage workspaces, sources, destinations, connections and jobs from any MCP client.

Turn AI coding chats into a source-controlled workflow: AGENTS.md, rules, skills, verification gates, and adapters for Codex, Claude Code, and Cursor.

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