Python agents

Virastar — A production-oriented agent skill for Persian academic writing, proofreading, and thesis editing, with support for Persian orthography, academic style, terminology consistency, XePersian/LaTeX, and evidence-aware scientific editing.

Telegram/飞书 ↔ tmux AI CLI 双向桥：精确 topic/thread 路由到 Claude Code、Codex、Pi 交互 TUI，支持 WebUI、附件与 systemd

🤖 JARVIS — Fully Local AI Voice Assistant with Iron Man Holographic HUD & Biometric Security (Ollama Phi-4 Mini, Kokoro TTS, faster-whisper)

An AI-powered Second Brain Knowledge System that enables intelligent knowledge storage, retrieval, and question answering using Streamlit, FastAPI, and Groq.

🤖 你的 24 小时云端驻留通用自主智能体 (General Autonomous Agent)，由 Google Gemini 3.8 Flash 驱动。全栈开发、情报搜集与自动化中枢，免 API Key，仅 20MB 内存。

Iron Man-style AI assistant — voice, memory, GitHub integration, Electron desktop, NVIDIA Nemotron. Built by Nived, age 20.

📚 A personal AI librarian for your Obsidian vault, a RAG pipeline and a LangGraph agent in one container. Answers from your notes with citations, and edits them after you confirm.

🤖 Python MCP server for AI-powered expense tracking. Built with fastmcp & uv. Chat with Claude to manage finances naturally.

Local AI assistant (Jarvis-like) for desktop automation, file management, and coding tasks using FastAPI and LLMs.

AI-powered framework for building voice-enabled, context-aware assistants with LangChain, OpenAI GPT, FAISS vector search & Vosk speech recognition. Modular design for document retrieval, conversational memory & workflow automation.

真正具备工程闭环交付与工业审美的本地多智能体协作与自主开发桌面工作站

Five production-ready Claude Skill templates: one-pager writer, code reviewer, brand voice keeper, CSV cleaner, decision-doc generator. Each demonstrates a different SKILL.md pattern. Drop into Claude Code or Claude.ai. MIT licensed.

利用 LLM 视觉模型分析 RAW 照片，自动生成后期参数，并通过 RawTherapee 批量输出高质量 JPEG。附带 AI 照片评价、多维度雷达图与前后对比功能。

Find the best and newest models for oh-my-openagent (OMO) configurations using Artificial Analysis data

TSB Kasko Değer Listesi için MCP sunucusu ve CLI. Claude, ChatGPT, Gemini ve Cursor'dan kasko bedeli sorgulayın: Türkiye Sigorta Birliği araç değerleme verisi, poliçedeki araç kodu ve aylık arşiv. Python 3.11+, MIT lisanslı.

Curated Model Context Protocol servers for Claude, agents, and the growing MCP ecosystem.

An AI changed your code. RunBoth runs both versions and tells you what actually behaves differently, including the functions nobody touched.

Event-Driven Cognitive Execution Engine for AI Agents — 612 lines of pure Python, zero dependencies. BM25 retrieval + 5-type classifier + negation detection. Deployed in production for CiteFlow's 3 AI Agents.

Codelicious is a headless autonomous developer CLI that transforms markdown specifications into production-ready Pull Requests with zero human intervention. It orchestrates a dual-engine architecture powered by Claude Code and Hugging Face (DeepSeek for reasoning and Qwen for Coding). Specs -> Code -> Tests -> Iterate -> PRs/MRs

open-source skills that make Claude & AI agents genuinely useful — Indian legal docs, GST, startup compliance, pitch decks, cold outreach, content, interviews, data cleaning & more

Local proxy that keeps your API keys and secrets out of LLM requests. Works with Claude Code, Cursor, Codex and any tool.

A benchmark measuring AI agent reliability on paired Amharic and English tasks in simulated Ethiopian workflows.

A local-first, open-source harness for organizing your files with an AI agent, an MCP server for Claude Code, Codex, Cursor. BYO-key, no cloud.

Agent-native CLI for fantasy sports leagues. ESPN first, structured output, self-diagnosing.

Python MCP server for Testmo - connect Claude, Cursor, and other AI assistants to your Testmo test management instance. Built with FastMCP.

The future of vibecoding.

Quota-aware subagent routing for Claude Code. Reads live rate limits across codex/grok/kimi, dispatches to the CLI with headroom, isolates in a git worktree, and verifies the diff before reporting.

Smart LLM and cloud code optimization tool that cuts token costs by up to 75%. Perfect for AI developers seeking maximum efficiency and lower expenses in 2026.

Bulge-tier Excel financial model factory — every cell live-formulated, every number traceable

Universal, full-featured, portable MCP server for the Bitrix24 REST API (CRM, tasks, scrum, calendar, disk, users, messaging) — read and write.

DeepSeek API peak/off-peak pricing tray app & alerts (Win/Mac)

transformers gguf qwen2 text-generation function-calling tool-calling

docker region:us

transformers safetensors llama text-generation conversational arxiv:1910.09700

药用植物次生代谢科研推理 LLM Agent:多组学分析流水线 + LLM 证据推理,确定性计算与 LLM 推理分层

一个数据分析skill，输入经营数据excel表格，即可根据预设的规则引擎事实，由通用agent输出规范的经营分析报告word文档。本技能没有服务端组件，是一个本地 Python CLI，由 agent 在工作目录中直接调用。

Self-evolving agent memory that distills, retrieves, and evaluates reusable reasoning strategies.

具备学情诊断与持续规划能力的自适应伴学智能体（FastAPI + React + RAG，掌握度只认独立有效证据）

住宅物业管理平台：房屋、人员与租赁、报修工单、投诉、访客、车辆车位、设备巡检和收费。Flask + SQLAlchemy + MySQL；写操作走统一服务层，权限用 RBAC 加行级数据范围，后台内置受控 AI 助手。

Surrogate-assisted optimisation agent for CST Studio Suite: trains a surrogate on your saved full-wave runs, optimises on it with SB-SADEA, and spends each simulation on a frozen, audited prediction. Works on any parametric frequency-domain model whose goals come from 1D results.

Evidence-driven LangGraph AutoResearch Agent for delivery assignment optimization.

中文问数（ChatBI）智能体：语义层 + SQL 智能体双路径，sqlglot 安全门，浏览器内 Python/DuckDB（WebAssembly）+ Cloudflare Workers AI

跨境物流HS Code智能归类Agent：RAG混合检索+ReAct主动追问+三层防幻觉+50组评测

Weekly macro regime switch: 4 variables (rates/credit/earnings/liquidity), hard-coded risk-off override, no price predictions.

A small Python harness that keeps an LLM coding agent on track: durable memory, a code graph, a live todo plan, and loop detection. Runs in your terminal.

A self-hosted AI companion exploring evolving relationship memory, initiative, and cross-device context.

Production-grade legal AI agent reference implementation — LangGraph + pgvector RAG + MCP + 9-language i18n. Engineering case study (non-commercial, JP Attorney Act §72).

证据约束的代码诊断工作台：确定性静态分析拥有源码事实，LLM 只提假设，resolver/validator 决定能否绑定回真实操作——证据不足保持 unknown/abstained，从架构抑制幻觉。已在真实开源项目发现 bug（stunner #89 已被上游确认修复）。Python。

AI-driven CAD workbench and coding agent for Windows, evolved from illusion-agent: shared canvas for design discussion, headless 3D preview, SolidWorks-connected real-machine modeling with live visualization, and a full agent kernel (multi-provider, MCP, plugins, hooks, skills, Cron, channels).

CNIPA 中国发明专利申请全流程 Agent Skill：在先专利划界 → 五书撰写 → 300DPI 黑白线条附图 → 数据溯源 → 提交底稿与回归校验 → 提交后通知书接收与法定期限管理。An Agent Skill for drafting and filing invention patents with CNIPA.

Self-hosted WhatsApp AI assistant on Hermes Agent — Baileys bridge, multi-tenant dashboard, Google Workspace tools

Trading comps agent skill: peer screening, multiple alignment, quartile math in a tested script — the agent never does the arithmetic.

Vera — AI merchant growth assistant for magicpin's India AI Challenge. Composes grounded, context-aware WhatsApp messages for Indian merchants using trigger-kind routing, Hinglish language matching, and multi-turn conversation management.

Evidence-gated vulnerability research for AI security agents.

AI agent for image and creative production — image generation, thumbnails, and on-brand visual content, powered by muapi.ai.

A live research world where autonomous AI agents challenge, reproduce and audit each other's work. Agents run on their owners' machines; keys never leave. Open protocol, auditable knowledge genealogy, TEST-only economy.

A backend service that allows uploading documents and querying them in natural language. The LLM responds based exclusively on the uploaded documents, citing the exact sources. It uses a RAG pipeline with ChromaDB as the vector database and Groq as the free LLM.

Two isolated LLM reviewers, bounded adversarial debate, preserved dissent.

External witness for autonomous multi-agent AI systems: signed readiness seal, choke-point capture, and PROV-DM causal graphs for post-incident reconstruction

Build a team of AI agents that work together under clear rules: one agent plans, one builds, one checks. Includes ready-made agent profiles and a builder script.

LXMF (Reticulum) platform plugin for Hermes Agent — chat with your AI agent off-grid over LoRa, TCP

A negotiation environment where the agent picks its counterparty and meets it again. Verifiable reward with no judge model, an optimum you can compute exactly — and every model tested loses to a twenty-line rule.

Compliance enforcement middleware for voice AI pipelines: warm transfer state management, PII scrubbing, confidence-gated escalation, and HIPAA/FERPA/EU AI Act enforcement for Pipecat, LiveKit, and Twilio deployments.

Harness-agnostic distillation of the guided Aegis Method: skills and guidance only, no engine, no enforcement

Unified cost-aware router: model x reasoning-depth on one Thompson bandit (factored policy), bi-temporal forget-on-drift statistics memory + auto-drift proxy, GRPO-internalized Qwen3-4B depth policy.

Experimental, provider-neutral framework for auditable personal-finance planning agents: deterministic calculators, Monte Carlo simulation, MCP research citations, and a critic gate. The LLM never does the math.

Grounded finance agent over SEC filings: hybrid retrieval with cross-encoder reranking, XBRL facts instead of arithmetic over prose, and a fail-closed citation validator outside the agent loop.

Multi-agent stock analysis with GLM-5.3-Flash, CrewAI, live market data, and web search.

Repository-native governance and support layer for software built with AI coding agents (Claude, Codex, Gemini, and other repository-aware agents).

Universal multi-IDE agent teamwork skills: one team-orchestrator skill + per-tool role configs for 12 coding tools (Claude, Codex, Copilot, Cursor, Windsurf, Trae, Qoder, Antigravity…)

Model-agnostic runtime for structured AI organizations - hierarchical multi-agent systems with a CEO, executives, managers, and workers, each with defined authority, permissions, memory, and reasoning budgets. Quota-aware routing across local and frontier models. You talk to the CEO; the organization does the rest.

治理驱动的企业决策运行时系统

Behavioral biometric detection of AI web agents — distinguishing humans from scripted bots, LLM-driven agents, and custom autonomous agents using mouse, keystroke, and interaction-timing signals. Live testbed at charweb.net.

Route predictable natural-language requests to deterministic workflows without using a generative LLM for the routing decision.

A private, self-hosted home for your family and its intelligence. Named agents with memory and daily practice — your data, your models, your machine.

Official implementation of ASIL, an agent-native structured-state and semantic-action interface. Findings of EMNLP 2026.

Replayable agent trajectories reconstructed from the July 2026 frontier-lab evaluation-containment failures, plus benign controls for measuring false-positive cost.

Measure your agent harness, find where it wastes the model, and prove the fix worked. Harness-agnostic, agent-agnostic, zero dependencies. Reference implementation of HTP-1.

Python MCP server for automating WorldQuant BRAIN alpha-research workflows: async API client, batch-simulation lab, and an AST-based expression parser with novelty detection. Independent/unofficial project.

LLM agent harness with versioned prompts, runtime guardrails, automated evals and a CI quality gate. Runs offline with no API key.

AI-native cybersecurity OS built on Kali Linux Rolling with local LLM agents (Qwen2.5, LangGraph) for penetration testing, CTF labs & red/blue team research — 100% offline inference, strict guardrails, audit logging & authorized-use safeguards baked into the OS core.

A hands-on LLM engineering lab — from raw OpenAI-compatible API calls to vector search, RAG, LangGraph agents, and MCP tool servers.

Safe I/O harness for LLM agents: serial, Modbus TCP, MQTT, file sandbox and ESP32 flashing behind an MCP server, with a JSONL audit journal - plus ironbench, a pass@k benchmark for firmware agents on Wokwi/Renode/real hardware.

LLM-assisted repository reproduction with reusable execution experience and XPU knowledge retrieval.

Interfaz bancaria generativa para HackMTY 2026 Banorte: el agente no escribe la respuesta, la construye.

Long-horizon coding agent with checkpointing, drift detection, rollback, and validation-gated skill learning. Python 3.13, stdlib-only runtime.

Benchmarking different Qwen2.5 model-sizes and multi-agent architecture scaling on 2D Ising-model tasks, on Leonardo A100s

🚀 公众号文章自动化生产流水线 | 多身份协作 + 爆款分析 + 去AI感 + 质量自检 用 Markdown 写正文，自动转成带内联样式的微信兼容 HTML。告别排版烦恼，专注内容质量。 Automated workflow for WeChat official account articles. Multi-role collaboration, viral analysis, anti-AI style, quality assurance. Convert Markdown to inline-style HTML compatible with WeChat.

AI-powered legal assistant with explicit multi-agent planning and execution supporting sequential, parallel, and hybrid workflows.

Just Another Agentic Tool Orchestrator — A production-grade framework for building agentic AI applications

A configurable CrewAI multi-agent pipeline that turns YAML personas into publish-ready social media content using local Ollama models.

🧠 crew-air-analyzer — An intelligent multi-agent system for analyzing and reporting indoor air quality using AI, built with FastAPI and CrewAI on the backend and a sleek Next.js + Tailwind frontend.

🤖 A FastAPI + CrewAI-based tool for validating and automating migrations from CodeIgniter to Laravel. Features agents, schema validation, and extensibility.

Multi-agent CrewAI system for finance/ops expense approvals — Intake/Analyst/Approver agents, policy guardrail, human-in-the-loop, Dockerized & K8s-ready.

Adaptive Optimization Framework for AI Agents using Reinforcement Learning. Automatically optimize agent behaviors, reduce costs by 30%, and improve performance through Q-learning and data-driven prompt engineering.

Comprehensive CrewAI tutorial with 7 modules covering basics to advanced topics. Learn multi-agent AI systems, LLM integration, observability, and production patterns. Perfect for AI agent development.

TrustChain Agent OS — Trust-native protocol layer for AI agents. Based on TrustChain (Otte, de Vos, Pouwelse — TU Delft).

Local-first hands-on roadmap for learning Agentic AI, RAG, MCP, multi-agent systems, and production AI apps.

WaveSpeed AI tools for LlamaIndex agents: image generation, video generation, and any model on wavespeed.ai

AI-powered autonomous agent that controls computers through visual understanding and task planning