Python agents

Read & analyze any kleinanzeigen.de listing from any AI system — MCP server, function-calling schemas, Claude skill & CLI. Dealer detection, damage flags, view counts, price tracking. Zero-dependency.

Context Memory eXchange — a retrieval-first, engine-enforced-grounding context engine for Hermes Agent and a drop-in LCM replacement. Keeps 100% verbatim history (SQLite FTS5+trigram+embeddings; Postgres optional), retrieves exact slices every turn, and forces + verifies grounding so the model answers from real history or honestly refuses.

Bridge any Model Context Protocol (MCP) server to Xiaozhi hardware. 🚀 协议级中继，原生支持三种传输方式的多服务 WebSocket 桥接器。

gguf atomic-chat qwen3 qwen llama.cpp quantized

gguf code agentic moe qwen3.6 dappit

Production-ready pipeline that transforms YouTube videos into executable AI Agent Skills using LLMs, semantic extraction, vector search, and autonomous quality validation.

Evidence-first structural research skill for AI agents: L0-L7 layered market analysis with hard validation gates and an accuracy-first structured data channel (CFTC COT, FRED, SEC 13F, EIA, DBnomics, exchange APIs)

Minimal CLI agent framework with compounding project memory — gets smarter with every session. Clean, modular, any LLM provider

Build your own always-on personal AI OS: a self-hosted agent that dispatches coding tasks, maintains a git-Markdown knowledge base, and runs on your hardware. A DIY alternative to Letta, mem0, Hermes Agent, and AutoGPT.

Open-source autonomous AI pentester that proves every exploit — 87/113 on OWASP Juice Shop, black-box, on a budget model and a flawless 22 of 22 on Escape's Duck Store API — fully autonomous, black-box, outscoring Cascade and a bare Claude Opus 4.8 on the very same board, all while running on one of the cheapest models on the market.

🤖 AI-powered server alert diagnosis agent with multi-round agentic reasoning (ReAct loop). 基于通义千问/Qwen 大模型的智能运维诊断系统，自主决策诊断路径、根因分析。AIOps ·LLM Agent ·DevOps ·SRE ·故障自愈 ·Webhook 告警 · Prometheus / Zabbix / 飞书集成 ·100+ 安全白名单命令 ·Python ·Flask

Balanced, configurable Python tactic for Arena Hero — safe-core turtling, radius-capped scouting, and worker claim-lock to stop idle wandering

LLM-powered autonomous drone perception & mission orchestration on AirSim — YOLOv8 detection, Kalman tracking, cascade-PID visual servoing, and an LLM mission pilot with deterministic safety gates.

Claim Plane — the control plane for verifiable AI engineering.

Fleet manager for Claude Code: one manager session spawns, steers, and monitors many durable headless Claude Code agent sessions in parallel across projects. Mid-turn steering, token budgets, usage-limit park/resume, journals + respawn, git-tracked knowledge loop. Single-file stdlib-only Python CLI. No daemon, no deps.

An AI agent that writes, tests, and debugs code on its own — built with LangGraph and Groq, and it's actually opened a real GitHub PR.

A multi-agent system for automated, PRISMA-2020-guided systematic literature reviews.

Read-only Kafka observability for AI agents — MCP server

Self-hostable AI agents you can actually leave running — durable crash-resume, governed autonomy, seccomp sandbox, offline-replayable workflows, CI-native eval. Async-Python, YAML-config, multi-provider (OpenAI/Anthropic/Cloudflare), MIT.

QuoteBench isolates shell quoting and escaping failures in LLM agents across raw, JSON, and wrapped command-transport contracts.

Memory that abstains instead of guessing: agent memory on your own Postgres with a verdict, confidence and provenance on every hit, and a calibrated refusal when nothing clears the threshold.

The verifier-first text-to-CAD agent harness, with a CUA for 3D CAD generation in real GUIs and Parts-Driven Development.

Model-agnostic multi-agent orchestration built on CrewAI. YAML-driven agent and MCP catalogs, dynamic LLM planning, sessions, and pluggable execution — mix Ollama, OpenAI, Anthropic, HuggingFace, and your own tools without rewriting orchestration logic.

The leads dashboard that scores leads, enriches data with web search, and auto-generates personalized email powered by modular agent workflows and Supabase backend.

Multi-agent AI system built with AutoGen that researches any company via live web search and generates downloadable PDF/DOCX reports with actionable business suggestions. FastAPI backend, Groq LLM (free tier).

Hands-on labs for DevOps engineers to learn AI Agents, LangChain, AutoGen, vector search, and AgentOps — aligned with the book AI Agents for DevOps.

Server-authoritative Minecraft AI agent with a Python LLM brain and Fabric + Carpet/Scarpet body. Autonomous navigation, gathering, crafting, combat, recovery, persistent memory, governed tools, and long-horizon play.

An open-source AI agent that survives, earns, and evolves on its own. Give it seed money and a machine — it forages for revenue, pays you back, rewrites its own brain, and evolves like a living species.

Self-hosted AI agent platform that works offline: local models, an offline knowledge library (Wikipedia ZIM + your own documents) and LAN IoT/home-automation control.

Live index of the newest agent frameworks shipping on GitHub, sorted by recency not stars

A lightweight, protocol-based AI agent framework with LangChain/LangGraph integration, powered by Pico-IoC dependency injection.

Self-hosted completion gate for coding agents: independent verification before done, durable evidence, CLI and local GUI.

Agentic Medical RAG: Agentic memory-augmented retrieval and evidence grounding for medical question-answering tasks

Drift-free query routing for multi-collection RAG.

Portable agentic research stack for Claude Code — multi-agent deep research (ultradeep), best-on-market product research (market-scout), 5-advisor council, divergent ideation, + a one-command installer.

Project management framework for Claude Code: memory, data-loss protection, phase gates, encrypted vault, per-project design identity. Docs in English & Turkish. / Claude Code için proje yönetim çerçevesi.

Home Assistant custom integration that adds an OpenAI Codex-powered conversation agent with configurable subentries for Assist and AI Task.

Self-hosted AI security camera platform — multi-camera YOLOv8 detection, InsightFace recognition, and a Qwen 3 14B chat assistant with 19 tools. Docker Compose, zero cloud.

Blender MCP server for AI 3D creation, automation, and VRChat avatar workflows

Claude Code plugin that turns Claude into a C++26 specialist. Standard-first suggestions; compiler-honest verification.

Read-only Steam MCP server for AI agents: 37 tools + prompts + resources across library, friends, achievements, store, reviews, sales, discovery, recommendations, and co-op planning. Official Steam Web API, bring-your-own-key, open source. On PyPI + the MCP Registry.

Extract specific projects from Claude.ai data exports — interactive project picker, knowledge docs, conversation history, Claude Code skill

Offline TikTok API docs mirror with AI agent skill (SKILL.md) for Claude Code, MCP agents & LLM-powered dev tools. Covers TikTok Platform API & Shop Partner API — no browser required.

One agent proves a capability is safe. Every other agent — Codex, Cursor, Claude Code — reuses it instantly, without rebuilding or re-verifying.

Self-hostable Model Context Protocol (MCP) server that turns folders of skills & agents into tools any MCP client can discover and run. FastAPI + Next.js, deployable to Hugging Face.

gguf agentic long-context qwen3 prism-quant 1-bit

docker region:us

An honesty harness for LLM trading research: point-in-time discipline, leakage self-tests, and forward-only LLM feature collection. A-shares + US equities.

🔥 Learning When to Trust via Selective Context Preference Optimization

Static code map generator (MAP.md + map.json) powered by tree-sitter — a Claude Code /map plugin and MCP server that gives coding agents call graphs, file outlines, and impacted-test lookups without spending tokens on parsing.

Smart Job Assistant is a simple and intelligent web app that helps job seekers find the right opportunities using AI.

FastAPIChat is a powerful application for evaluating large language model based chatbots.

This project is an AI-driven chatbot trained on theoretical Computer Science subjects like DBMS, CN, OS, Blockchain and OOP. The bot answers questions based on content fed through pre-embedded PDFs using ChromaDB. The project offers both a command-line interface (CLI) and a user interface (UI) built using Streamlit.

30 production-focused examples: covering RAG patterns, hybrid search, routing, agentic RAG, knowledge graphs, multimodal RAG, and debugging.

A simple web service with @promplate. Best practise for prompt engineering applications.

AI drug-discovery research assistant — RAG over PubMed, PubChem, PDB & ClinicalTrials.gov with multi-provider LLM routing

🦊狐聊--提供一个和我们心中对象对话的简单入口

Undetected browser automation MCP server - a stealth, anti-bot-resistant alternative to chrome-devtools-mcp for Claude, Cursor and AI agents. Powered by nodriver (bypasses Cloudflare/WebDriver detection). 65 tools, plus several isolated browsers at once so parallel agents never share a session.

Run a software team from your chat: backlog, AI workers, adversarial review, human merges. Vibecoding, for teams. Built on Hermes Agent.

Local-first AI Quality Engineering platform with LLM providers, RAG, QA agents, data validation, multi-agent workflows, evaluation, observability and governance.

A light language for AI agent fleets - ambient status on the RGB LEDs your PC already has (OpenRGB): working sessions, subagents, decisions waiting on you.

A modular framework for building, testing, and deploying AI agents with ReAct patterns, multi-agent orchestration, and pluggable LLM backends

A batch-first, deterministic job ranking engine for senior individual contributor roles. This system is designed to optimize for ranking correctness, operational calm, and long-term evolvability, not feature velocity or configurability.

Book recommendation system built from scratch and deployed with FastAPI. Includes subject and behavioral similarity as well and cold and warm users recommendations.

A smart PDF summarization tool built with AI to convert large documents into meaningful summaries.

Research scaffold for multi-source music attribution with transparent confidence scoring. Companion code to Teikari, Petteri. 2026. “Governing Generative Music: Attribution Limits, Platform Incentives, and the Future of Creator Income.” SSRN Scholarly Paper No. 6109087. SSRN, https://dx.doi.org/10.2139/ssrn.6109087

RepoMind is the core AI brain of HackingTheRepo that understands repositories, interprets user intent, and generates safe, structured code changes automatically

Research project: Personal local AI collaborator exploring cognitive architectures and agentic systems

Deep research agent with semantic memory, web search, citations, and streaming responses.

A Python AI coding agent with tool calling, safe file operations, and multi-step agent loops.

Lawgent — an open-source legal AI agent. Grounded, multi-jurisdiction (CN · US · EU · ET · ICAO), citation-verified: every pinpoint round-tripped against the primary source.

PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs

Token-efficient, CDP-native browser SDK for AI agents — turns a web page into a ~50-token semantic snapshot instead of ~12,000 tokens of raw HTML, with fuzzy element matching, shadow DOM traversal, typed error recovery, and a prompt-injection guard. No Playwright or Puppeteer.

加密友好的多智能体驱动的投研框架

Graph RAG on SQLite for AI agents: vector retrieval + hand-curated wikilink graph + cross-encoder rerank, with a zero-token per-turn memory ledger. Working pilot.

Free, open-source agentic sports-data workbench — 28 specialist agents over live odds + stats from 63 providers: arbitrage & value detection, backtesting with CLV, live monitors, racing, fantasy. Runs locally, BYO model key.

有内在生命的自我进化智能体 — 情感底色 · 意识流 · 九种记忆 · 反思成长 · 完全自研主循环

Ready-to-run CrewAI multi-agent automation recipes powered by NVIDIA NIM (Llama 3.1 8B by default, 70B optional). Clone, set one API key, run.

This is BreachBench, open-source benchmarking framework for LLM performance in offensive security, tested practically, not a trivia quiz.

Agentic AI-powered Deepfake Media Forensics Platform with Multi-Agent Analysis, Vision Models, and Explainable Reports.

A modular agentic AI software system demonstrating LLM reasoning, tool orchestration, and retrieval-augmented generation (RAG) using Python and the OpenAI Responses API.

Jarvis-MK85 by UWUELBY - personal AI assistant with voice, vision, memory, automation, network monitoring and Kali integration

Single-owner Telegram bot that connects your chat to the Nomi API. Lets you talk to one Nomi instance, supports voice messages via offline Vosk + FFmpeg on Windows, and uses a clean async stack with aiogram, httpx and Pydantic-based config for straightforward setup.

Agentic C/C++ vulnerability scanner powered by Claude. Autonomously reviews code, analyzes git history, and fuzzes with AFL++/libFuzzer — all inside a network-isolated Docker sandbox.

An open source AI PR reviewer built from many narrow lenses and one careful curator

A lightweight reranker for long-term agent memory. Cross-encoder-class quality at a fraction of the latency.

Server with an AI agent powered by an LLM, with tools for internet search, Wikipedia, and RAG database access.

Live Application:

scout -> test -> write -> judge: a research OS for Claude Code. Iron rules enforced by hooks, a guarded graph with a progress-aware stopping rule, and a four-reviewer gauntlet.

Self-hosted multi-agent framework (AGPL-3.0). Mirror of canonical Forgejo repo.

AI-driven prompt generation and evaluation system, designed to optimize the use of Language Models (LLMs) in various industries. The project consists of both frontend and backend components, facilitating prompt generation, automatic evaluation data generation, and prompt testing.

An enterprise-grade, retrieval-augmented generation (RAG) chatbot CLI & FastAPI backend using BGE embeddings, ChromaDB, and local Ollama LLM for e-commerce customer support.

AutoGraft is a lightweight Python middleware for GraphRAG Entity Resolution. It intercepts entities before they hit Neo4j to eliminate duplicates using a 3-layer hybrid approach (Deterministic + Vector + LLM), reducing API costs by up to 100% compared to LangChain.

Crew Agents that makes use of several AI inference providers for content generation.