Python agents

QAFD-RAG is a graph-based retrieval-augmented generation framework that uses query-aware flow diffusion to retrieve contextually relevant subgraphs from a knowledge graph with statistical retrieval guarantees.

HackerRank Orchestrate hackathon AI agents: a multi-modal damage-claim verifier (3rd of 1,773) and a support-triage RAG agent (60th of 1,349). The model describes; plain code decides

Sync Canvas courses into a local Obsidian vault — transcribed lecture notes, a cross-lecture concept graph, homework and deadlines — then study it with Claude or Gemini over MCP.

Elevate MCP servers into authenticated HTTP endpoints. Self-hosted, in one container.

Spatial Memory replaces standard cosine-similarity RAG with physics-inspired 8D manifold where memories and beliefs have: Mass — derived from confidence and affective encoding ; Temperature — recency heat that cools over time (Lorentzian decay); and Gravity — `F = T × m / d²` — hot, massive, nearby concepts pull attention

AI assistant with MCP integration, agent skills, knowledge graph, and task scheduling

This is OS of AI. And AI model.

Link to insight - AI distillation from any URL

AI analyst toolkit for Terra Invicta: save analyzers, code-verified mechanics docs, and a lessons library

IRCv3 platform adapter for Hermes Agent (SASL, observe-mode, runtime channel agency, chathistory persistence)

Open-source Hermes Agent skills: real-time travel tools for AI agents — Google Places search, weather & live flight status

面向电赛视觉的泰山派 RK3566 Linux Codex/CC Skill：从题目分析、板端探测到 OpenCV/V4L2、UART/GPIO/RKNN 验证与工程验收。

AI 面试八股「讲成人话」📖 真实大模型/LLM/Agent/RAG 面试题 + 零基础也能看懂的大白话讲解 | Plain-language explanations of real LLM/AI interview questions.

Hermes Agent 主动消息方案

Hermes WeChat Multi-Account Plugin (iLink Bot API)

A skill that analyzes A-share trading signals using chip structure, resonance, KDJ, Wyckoff, and Chan theory. 利用筹码结构、共振、KDJ、威科夫和缠论分析A股信号的skill。

Chat with your SQL database in plain English — a fully local AI agent powered by Ollama, RAG-based schema retrieval, and multi-database support; no data leaves your machine

One-click Render deploy template for nanobot — a lightweight self-hostable AI agent

Chronicle Plugins — event-sourced memory provider + memory-aware context engine for Hermes Agent.

OpenAI-compatible media generation gateway for AI Agents. Supports multi-provider image/video generation, model routing, prompt enhancement, and built-in Web Studio.

NoCodeWork Growth OS — open-source Growth OS for any AI agent: point it at a business URL, persist USP/UVP/ICP context, run a growth audit (SEO, speed, GEO/AI-visibility, competitors, live GA4/GSC), then delegate to marketing skills. Runs on Claude Code, Codex, Hermes & MCP.

Natural-language-to-SQL agent built with LangGraph and FastAPI. Ask questions in plain English, get answers from your database. Powers QueryDB (querydb.in) — self-host or use free at querydb.in

AI Web：面向 Web 自动化测试的自然语言 Browser Agent 执行平台，支持多浏览器调度、任务队列与可追溯报告。

An open source AI roleplay agent harness. One click builds an autonomous character agent that creates with you. Websites, code, music, videos, drawings, stories. Runs any SillyTavern card, deploys in one command, works in a phone browser.

LangGraph and LangChain retriever, tools, and navigator subgraph for OKF (Open Knowledge Format) bundles.

Production-grade prompt engineering curriculum — 7 modules covering foundations, reasoning, RAG, security, and evaluation. Model-agnostic (OpenAI/Anthropic/Ollama), runnable notebooks, mini-projects, Mermaid diagrams. Not prompt tips — prompt engineering as a discipline.

AI-powered ConstructionRetrieval-Augmented Generation system built with FastAPI, Streamlit, Groq LLMs.

A virtual life form dedicated to progress together with you and your team / 一个致力于与您和您的团队共同进步的虚拟生命体

OpenCode + Ollama multi-agent workflow with builder/reviewer agents, headless runs, skills, validation gates, local session evidence, and redaction tools.

Production multi-agent Claude Code skill — turns a voiceover MP3 into a full whiteboard-explainer YouTube episode. Brief-on-disk + SHA256 verify, gated 2-wave generation, vision review loops.

Risk-adaptive Codex workflow with policy-level caps, native quality gates, and optional Superpowers handoff.

File-queue based Python runtime for multi-agent workflows — dependency-free, filesystem-native task orchestration.

Cursor SDK agent with first-party models, inspired by Hermes behavior and OpenClaw patterns — orchestration, CLI and gateway planning.

Agentic Ops Harness | Superpowers Like AI Harness for Ops. Currently works with Hermes Agent

A Production-Grade Agentic Orchestration Framework. Enforces zero-trust workflows, Specification-Driven Development, and continuous AI CI/CD.

An agentic AI-powered, markdown-native CRM that turns your Google Workspace activity into a durable, Git-versioned knowledge base where specialized LLM agents compile unstructured signals into structured relationship memory, keeping you fully in the loop as the final decision-maker.

Think through a software project idea, then build it with one click.

Penalize the Path, Reward the Outcome — verifiable per-action penalties as a dense channel for deployable, sample-efficient agentic RL (GRPO). Paper: arXiv:2607.07435

Self-hosted AI life OS — private AI with persistent memory, tasks, calendar, household & team sharing, n8n automations. Your AI. Your data. Your server.

Simple OpenAI GPT API reference chatbot, that demonstraits basic turn based chatbot principles.

Image generation CLI that reuses your Codex (ChatGPT) login.

Перегоняет книгу, курс или подкаст в набор вызываемых Claude Code скиллов. Русская локализация cangjie-skill с тройной проверкой и приёмкой живой маршрутизации.

Step-by-step RAG tutorial for legal contract analysis — chunking, embeddings, BM25, hybrid search and Claude-based danger scoring, built from scratch without LangChain.

A unified CLI for multiple AI language models with AWS Bedrock integration, MCP support, and autonomous agent capabilities. Access 13+ AI providers (Claude, OpenAI, Gemini, Bedrock, and more) through one interface with secure file operations, approval workflows, and agent-driven automation.

Retroactive Claude Code Skill usage analytics. Single-file Python CLI, reads your existing ~/.claude transcripts, counts real Skill tool_use invocations (not prose mentions). No hook to install ahead of time.

AI-powered implementation of Alex Hormozi's $100M Offers value equation. Outputs complete Grand Slam Offers in under 5 minutes. Free. Open source.

Real-time biofeedback engine for macOS — reads cognitive overwhelm from your face and webcam at 30 FPS, then lets Claude restructure your workspace.

The verification layer for autonomous agents — an independent, capital-aware verdict before an irreversible action (/review), a cryptographically signed proof after, and a public on-chain track record, losses included. Free EdgeProof backtest validation. Underneath: memory, sandboxed execution, marketplace. Pay in sats, USDC (x402), or card.

Query-aware context trimming for LLM requests. Your context could use a trim.

LES public snapshot: local-first engineering RAG, CAD/BIM JSON exporters and ATLAS standalone viewer.

PDF Parser (EXE available) is a fast desktop application for extracting text, images, drawings, and metadata from PDF documents. It supports batch processing, table extractions, hyphenation repair, and exports visual content for external AI-based description, with results reintegrated into the extracted text.

Every complex task is a Digital Odyssey. A role-playing multi-agent framework based on OpenClaw.

Research framework evaluating retrieval-augmented vision-language models for evidence-grounded medical visual question answering.

🇲🇽 Toda la ley federal de México en Markdown, versionada y autoactualizada a diario desde el DOF/Diputados. AI-ready Mexican law dataset.

Seedance 2.5 Preview MCP server powered by MuAPI.

A deterministic, AST-verified call graph for any Python project — every edge traceable to a file:line. The reproducible, CI-gateable alternative to LLM-generated diagrams. No code executed. Nothing leaves your machine.

🤖 The most comprehensive, community-driven resourcefor Automated AI Research — papers, tools, people, lbs, roadmaps. Featuring Recursive Lab, Sakana AI, DepMind & beyond.

Modality-routed retrieval for long-term multimodal agentic memory. Code for arXiv:2608.01543.

🎬 AI plans your shot list like a director, then generates the film. LLM storyboard planning + cross-shot character consistency + multi-provider video/image/TTS (Doubao Seedance, Pexels, Piper). From a 30s sci-fi short to a 2-min animated fable.

A multi-platform chatbot framework for LLMs. Connect to various large language models via multiple instant messaging apps — QQ, WeChat, Telegram, Discord, and more. 😄 Extensible with plugins and modules. 👍 Built on Python 3.11+ with a Quart-based web panel. Beginner-friendly — learn plugin development quickly. 🎉

Tools Are Not Islands: Set-Level Tool Retrieval for LLM Agents via Query-Conditioned Hyperedge Prediction

Verified knowledge infrastructure for autonomous AI agents.

ACP-native multi-agent living group chat — event-driven, agent-agnostic, formally reviewed

ReelAgent — 自研ReAct Agent驱动的短剧工厂。无LangChain，纯手搓Agent框架。剧本→成片全自动，支持shot级审核重生。

Skainet Bridge — local automation bridge for AI agents: one process, one port. MCP server + client, REST, browser extension, sandboxed exec. Independent project, unaffiliated.

Self-hosted Telegram bot that coaches you through sales conversations in DMs. Interviews you about your business, then drafts replies that sound human. Claude + RAG, one process, your data stays yours.

Open-source JARVIS-class desktop AI. Zen mode orb, computer control, plugin marketplace, custom tools, local RAG, knowledge graph, voice personality, automations, vision, 3D Holodeck, blackout privacy — all local, no cloud.

Personal AI assistant: screenpipe→Obsidian ingest + requirement radar → approval cards → autonomous claude execution. macOS menu-bar app + Python pipeline.

FastMCP server for Music Assistant — control MA from Claude Code, Codex, Cursor, and other AI agents

MCP server giving Claude full control of Tracktion Waveform — compose, mix, master, render. 150+ tools, 6 composers, music theory + mix balance baked in.

An AI retrosynthetic agentic framework with evidence-grounded multi-objective scoring and forward-validating filter-model checks.

Autonomous digital mind: 33 asyncio loops, Toltec architecture (Castaneda), identity survives model swaps, runs 24/7 on free LLM keys. One Python file.

Agentic Spec-Driven Development: a contribution pipeline for software built with AI agents. Every change disclosed, gated by hard checks, reviewed against its spec, and merged by a named human.

peft safetensors text-generation conversational en arxiv:2409.11500

transformers llama text-generation LLM writing endpoints_compatible

Skills and more for open code free models

Полная коллекция скиллов Kimi (267 built-in + 7 plugin skills), выгруженная из сандбокса агента

MCP server for AC Infinity grow controllers. AI agent integration for climate monitoring, port control, and grow automation — works with Claude, Cursor, and any MCP client.

The open-source AI content factory that runs on your PC — discovers topics, researches, writes, reviews with multi-model QA, and publishes. Local-first via Ollama, $0 API costs.

Quira is a next-gen Python RAG framework featuring speculative vector search, Context Tetris for token compression, and differential caching to eliminate redundant API costs.

Famous Tech Teams as AI Agent Personas - Actually useful - Definitely opinionated

MCP-native CVE, PoC & exploit discovery toolkit (Metasploit, Nuclei, GitHub & more)

Agentic task prioritization on Google's Agent Development Kit (ADK): agents that rank work against OKRs, explain their reasoning, and ship as a Dockerized service.

An asynchronous memory engine for enterprise AI agents, statistically minimizing hallucinations via dual-LLM consensus

Give Claude Code a persistent mind: an autonomous agent framework that sets its own goals, forms predictions, and learns from outcomes across sessions.

Multi-agent AI debate app where model teams argue, challenge claims, track evidence, and produce judged verdicts with analytics.

Source-free architecture maps and deterministic polyglot refactoring for AI coding agents

Agent skill for Claude Code, Codex and Cursor: repeatable screenshots of GUI desktop apps on an isolated Xvfb display, driven via python-Xlib (XTEST) and annotated with ImageMagick

基于okx交易所的2阶段价格行为ai自主交易机器人bot，2pa agent web界面，支持BTC等加密货币、黄金、原油、美股量化机器人，支持deepseek、longcat等openai兼容模型，实现ai agent自动盯盘，自动分析，自动交易，自动下单，止盈止损设置

138-module multi-analyst market intelligence system -- macro, cross-asset, geopolitical, alternative data analysts with FastAPI, multi-AI providers, ML, and Telegram/email alerts

Install Stet CLI and agent skill — change control for AI coding behavior

DASM：面向研发团队的 AI 协同开发框架，集成 Vibe Coding 工作流、编码智能体、多人协作工作台与桌面客户端，支持私有化大模型接入，一站式落地 AI 驱动的团队代码研发、项目编排与迭代管理。

Living architecture control plane for the AI-dev era. Derive real architecture from code, keep living docs + ADRs, enforce intent in CI, and steer AI agents to conform. Local-first, MIT.

Zero-token long-term memory for Claude Code. Indexes your own session transcripts and retrieves evidence deterministically — entity-context graph + temporal hierarchy, no LLM call anywhere in the memory pipeline. It tells you when it does not know.

Agent Skills - 46 skills for AI agents (Sisyphus, opencode): frontend-perfection (Lighthouse audit), secret-scanner, security-review, commit-lint, coverage-analyzer, api-contract-testing, seo-toolkit, sql-helper, docs-system, code-review, github-repo-hygiene. skill.json manifests, CI

Agnostic AI Agentic System

NeuroAIHub: An AI-Driven Framework for Automated Curation and Discovery of Neuroradiology Datasets

Autonomous Multi-Agent Security Operations Center (SOC) powered by Agentic AI, FastAPI, and Orchestrated AI Agents.

Official Code for AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs (KDD 2026)

Residential mobility and relocation decision simulation via persona-enriched multi-agent negotiation (PEMAND)