Python agents

A privacy-first, self-hosted AI assistant with smart model routing and local LLM support (Ollama).

A vision-assisted robotic arm, with natural language voice inputs.

AI-powered ransomware threat intelligence platform. Monitor 300+ leak sites, track 24,000+ victims, and analyze threat actors with real-time dark web scraping and ML-based enrichment.

AI-powered interactive lessons from any GitHub repository

A privacy-first AI meeting assistant that lives as a floating widget on your desktop. Records microphone and system audio natively — Powered by Tauri v2, WhisperX, and LangGraph. Open-source, no bots, no meeting links — then transcribes and summarizes with your LLM of choice, fully local if you want.

VRSecretary is a production-ready reference implementation for building AI-powered assistants in virtual reality. It combines Unreal Engine 5 (VR), a FastAPI backend, local/cloud LLM backends (Ollama, IBM watsonx.ai), and Chatterbox TTS to drive an interactive VR secretary avatar. The project includes an Unreal plugin, a sample VR demo level

The ultimate MCP documentation server - 170+ curated repos, 11,000+ docs, full-text search for AI assistants

AI-powered teaching assistant that generates lesson summaries, quizzes, and AI explanations from educational content using Streamlit and LLM APIs.

AI Engineer: A multi-provider AI coding assistant with function calling, supporting DeepSeek and OpenRouter. Features include intelligent file operations, code analysis, and dynamic model switching for optimal development workflows.

Build Python data transformation pipelines with a visual IDE and AI assistant

MCP server for Aruba email - Read, search, and send emails via IMAP/SMTP with AI assistants like Claude

Turn Claude into your AI task manager. Create, manage & complete TickTick tasks just by talking — official OAuth API, local, private.

TONE – Token-Optimized Notation Engine for LLMs is a compact, human-readable data format designed for AI and LLM contexts. It encodes JSON-compatible structures using far fewer tokens typically 40-60% less making it ideal for AI assistants, RAG systems, and conversational data pipelines.

Browser-based VS Code development platform for 8 developers with AWS Bedrock Claude AI. Infrastructure as Code using AWS CDK (Python). Bangkok deployment with Singapore Bedrock integration.

A conscious AI-powered terminal RPG where your choices shape identity, story, and world. Guided by the MAAT principles: Harmony, Balance, Creativity, Connection, and Respect. Fully local. No cloud. No accounts. Just you and the system.

Self-hosted AI chat interface with RAG, long-term memory, and admin controls. Works with TabbyAPI, Ollama, vLLM, and any OpenAI-compatible API.

142 specialized AI agents converted to Kiro CLI JSON format — from frontend wizards to blockchain auditors

AI Operating System inspired by Jarvis — modular assistant architecture with voice, automation, memory, and agent orchestration.

Write in Markdown. Prompt with tags. Run from the CLI.

Comprehensive Python SDK for Venice AI - Advanced LLM, Image Generation, Audio Synthesis, and AI Assistant APIs with Full Swagger Specification Support

EGMA: Enhanced GitLab MCP API Server, comes with 143+ tools for AI-powered GitLab integration, MCP server that connects AI assistants to GitLab with intelligent context awareness, URL deduction, and specialized tools for projects, issues, MRs, pipelines, and repository operations. Works with Claude Desktop, Amazon Q, Cursor

VERÐANDI — The Norn of Becoming. AI nervous system for real-time cross-instance awareness via Unix domain sockets. Self-healing, self-correcting, conscious. The cornerstone of AGI systems. Lightweight and able to run on any Linux and Unix based systems. Use with Hermes Agent or other AI Agents.

Codex용 AI 개발 규칙 문서를 생성하는 한국어 기반 룰 생성 도구

Reusable skills for AI coding agents (Claude Code, Codex, Forge) covering paper review, commit triage, GPU rentals, reference search, research logs, image-prompt composition, and more.

Lint, test, and optimize your MCP tool schemas before shipping. Catches the bugs that make LLMs pick the wrong tool.

Code for LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying

PAPPO is a patch-aware reinforcement learning algorithm and experimental RL framework for tool-using coding agents. It provides turn-level credit assignment, PPO training utilities, rollout extraction, critic baselines, benchmark runners, and reproducible evaluation pipelines for repository repair tasks.

Tenki — autonomous AI quant agent. Natural-language backtesting with tamper-evident on-chain proof: every run card stored on Walrus and anchored on Sui, Mantle & Somnia.

Runnable, framework-focused recipes for the Ferro Labs AI Gateway: build LangChain & LangGraph agents that route across OpenAI, Anthropic & Gemini through one endpoint — docker compose up and go.

Multi-Agent Code Generation System — LangGraph + Groq + Tavily + LangSmith

Dynamic workflow tooling for Codex: planner/replanner orchestration, Codex CLI process swarms, broker evidence, and benchmark reports.

A generic, batteries-included, async-first agent toolkit — configurable loop, tools, security guards, streaming, persistence, and MCP. Import as 'agentix'.

Open-source rollout, verification, and trajectory plane for agentic reinforcement learning.

The operations layer for revenue disputes. Settles chargebacks, refund requests, and failed payments in minutes - not days.

AI Agent Error Doctor: paste MCP / LangChain / CrewAI tracebacks, get root cause, exact fix, and verification steps.

An autonomous AI agent daemon — picks up tasks, executes them, validates the output, and commits results.

The lightest CLI agent for Python. No heavy deps, no complex chains. pip install, set your API key, and run AI tasks anywhere.

Codex plugin for visual fidelity gates in AI-driven UI implementation workflows.

Telegram bot from hell - Claude Code behind a Forum Topics UI

LLM-powered, channel-native Discord agent for the POAP KINGS Clash Royale clan — event-sourced reactive engine, scoped public/leadership memory, and GitHub-backed poapkings.com publishing.

A sophisticated Telegram bot for financial market analysis, featuring AI-powered SMC recommendations, economic news integration, advanced price alerts, and a multi-tier subscription system. Built with Python and Aiogram.

Full-screen live sports scoreboard dashboard skill for Claude Code

AI-powered tool for automated root cause analysis of CI/CD pipeline failures. Fetches logs from Jenkins or GitHub Actions, classifies errors using regex, semantic, and LLM-based methods, and emails structured incident reports to the right team. Supports both HTTP API and CLI modes. Self-learning for faster, smarter diagnostics.

AI Station Navigator is a modular AI workstation based on Claude Code. Install a ai skill in one prompt; execute a skill-flow in two. | AI Station Navigator 是一款基于 Claude Code 的模块化 AI 工作站。一句话安装技能，两句话运行工作流（skill-flow）。

🤖 An AI-powered DevOps agent implementing ReAct architecture to automate mobile release pipelines (Crash Check -> Perf -> Build -> Audit). Built with LangGraph & Ollama.

This is a trail of ai agent based adc design

It's a university final-exam review assistant skill.

A coding agent that edits real repos with workspace tools (read/write/search/run), produces JSON traces with token accounting, and renders runs on a live dashboard.

Thread-scoped runtime contracts for Codex and Claude Code, powered by MCP, local SQLite, Web UI, and UserPromptSubmit hooks

A self-evolving scaffold for autonomous web projects. 9 workflows, hourly self-evolution, self-healing pipeline, feedback learning loop. The repo is the system.

Enable AI agents to share memory across tools and avoid repeating work when switching between tasks or platforms.

A pip install defense layer that constrains AI coding agents through enforced protocols; not prompts. Pre-flight checklists, HMAC-signed session audits, shell command boundaries, 35 drift checks, and a document type system that prevents docs from becoming lies. Works with any agent: Kimi, Claude, Copilot, Codex, custom.

Mímir's Well — AI memory database with Ebbinghaus decay, self-healing, backup rotation, and full-text search

A local-first cognition core: typed, evidence-tiered, provenance-tracked memory assembled into prompts with explicit epistemics. Zero core dependencies — Python + SQLite + your own model endpoint.

A tiny AI creature that lives on an E-Ink screen, chats with a remote LLM brain, and refuses to run out of RAM. Built for the Pi Zero 2W

Autonomous coding agent — a sentence in, a validated app out. Resilience stack with operational gates, completeness CRITIC, runtime flow verification, surgical-mode stuck-loop recovery, and progressive tiers. Compatible with any OpenAI-compatible LLM.

A cognitive runtime that gives LLM agents persistent state, identity, and learning across turns. Memory, beliefs, drives, self-evolution, skills, and affective state — engineered scaffolding outside the model.

HermesResearch: a Telegram-native web research agent powered by Hermes via OpenRouter. Search, fetch, extract, and reply with cited markdown reports.

AI agent for querying engineering documents - upload PDFs, ask questions, detect contradictions, and run compliance checks across multiple files.

🤖 AI-powered Digital Marketing Assistant — content creation, strategy, research & analytics via Telegram. Bilingual EN/ID, Notion integration, pluggable LLM, security-hardened.

🗺️ Career trajectory exploration system — Framework that builds and assesses valid career paths through optimization, planning, and constraint satisfaction, integrating an LLM to analyze and qualitatively compare generated trajectories.

SRE incident-investigation finite state machine for LLM agents, served over MCP by Theodosia. The agent keeps the full Grafana toolset; the FSM gates the procedure (triage, diagnose, verify, conclude) and the audit trail, not the tools.

A worked example of an agentic job-search pipeline — the Claude Code skill I ran during my 2026 job hunt.

Ctx2Skill — 自主上下文技能发现忠实复现：arXiv:2604.27660v2

MCP-native shared memory for Claude Code agents — hybrid BM25+vector+RRF recall, cross-session continuity, cognitive scoring, knowledge graph. Self-hosted, $0/query. 30 MCP tools.

A dangerous-capability eval for autonomous smart-contract vulnerability discovery: LLM agents (discover, verify, judge) scored on precision, recall, and cost against a labeled corpus and baselines.

Stripping/Compacting files to burn less tokens for coding agents.

A hybrid stellar classifier that combines deterministic astrophysical rules (Hard Computing) with a fine-tuned LLM (AstroSage-8B) to assign MK spectral types and generate natural-language stellar descriptions from Gaia DR3 data.

Sistema multi-agente de ciberseguridad ofensiva/defensiva construido con LLMs. Orquesta 6 subagentes especializados (OSINT, pentesting, hardening, forense) sobre un laboratorio Docker aislado, integrando herramientas reales (nmap, Hydra, nikto) para generar reportes estructurados de hallazgos y remediación. Proyecto de aprendizaje.

Persistent memory and session handoff for AI agents — provenance-labeled context, gated writes that can refuse, hostile test suites. Manual + six working examples.

Youtube assitant using OpenAI, Langchain, and FastAPI - Using this API you can ask questions directly to your favorate podcast.

Query the ML Engineering Open Book using RAG

Simple AI search and summarising agent

An automated talent acquisition pipeline designed to streamline candidate screening using Agentic AI. This project uses LLMs to parse resumes and job descriptions, ranking candidates based on semantic alignment, with full observability provided by LangSmith.

S-Chatbot is a Streamlit-based chatbot powered by GooglePalm language model. It allows users to interact with the chatbot and receive responses from the model.

Building app in databutton using LangChainAI's Constitutional Chain

AI Review Summary for Restaurants

Aora is an application designed to leverage AI for advanced document handling and natural language processing. This repository contains both backend and frontend components to get the application up and running.

This project aims to build a RAG system (chatbot & voice assistant) that responds to custom data.

A RAG LLM specialized in agricultural knowledge, currently primarily supporting soil science knowledge in China.

A free, self-hosted alternative to LangGraph Platform's Cron Jobs with the same API interface (compatible with langgraph-sdk).

Trigger & spectate chess games b/w different LLM agents

TOTUR is an AI-powered educational assistant designed to help users with audio transcription, PDF text extraction, and question answering. It leverages advanced AI models and Retrieval-Augmented Generation (RAG) to provide accurate and contextually relevant responses based on uploaded content.

Agentic system built with LangGraph, LangChain, Gemini 1.5 Pro, Tavily API, FPDF & Streamlit — automates deep company research, performs intelligent web crawling, and generates structured PDF reports with citations and zero manual effort.

☄️ SlackBeam is a self-hostable slack bot that helps teams generate social media content for X (formerly Twitter) directly from Slack.

working on langchains

A.U.R.A a autonomous AI robot that can sense, think, and move.

An intelligent pipeline that automates lead generation and contextual enrichment from raw CSV data. Real-time keyword filtering via SerpAPI, Contextual data tagging using Groq’s LLaMA3-powered LLM CRM-ready CSV outputs with seamless export support

QueryPilot -Production-ready multi‑agent Text-to-SQL API for Postgres. Schema‑aware LangGraph pipeline with ChromaDB + sentence‑transformers, Neon-backed DB, and full evaluation on real ecommerce & library schemas.

AI-powered deep search agents using multiple approaches - from basic web search to advanced LangChain-based research agents with adaptive strategies, multi-source validation, and intelligent synthesis capabilities.

LangChain Practice Tasks using FastAPI and LCEL

The repo hosts files for a RAG GenAI for Catalyst Center Operations, network insights

The LangChain Crash Course repository serves as a comprehensive resource for beginners who are ready to learn LangChain, a programming framework designed for creating AI agents, building RAG (Retrieval-Augmented Generation) chatbots, and automating tasks using artificial intelligence.

AG QA Application based on Brooklyn College Student Handbook 2023-2024: A semantic search and question-answering system utilizing MongoDB, Weaviate, and GPT-3.5. This application provides accurate answers to queries using the Brooklyn College Student Handbook as a data source, integrated with Gradio for an interactive user experience.

Simple telegram bot for ordering food

A AI-Based Ad Generating - Marketing Assistant.

A ReAct AI IoT vocal agent in langhchain.

Fine-tuning Qwen2.5-0.5B with QLoRA for English-to-Persian PDF translation. Built on consumer GPU (GTX 1630, 4GB VRAM).