Python agents

Retired Claude Marketplace distribution — use Playbook Harness

A High-Availability, Transparent, and Smart Multi-Vendor Proxy for Claude Code. Support Claude Plans, GitHub Copilot, Google Antigravity, ZAI/GLM, MiniMax, Qwen, Xiaomi, Kimi, Doubao...

An open standard for multi-agent workflows -- from scripted pipelines to self-organizing teams. Declarative. Runtime-agnostic. Portable.

Integrates LangChain with SAP HANA Cloud to make use of vector search, knowledge graph, and further in-database capabilities as part of LLM-driven applications.

The topic is about product matching via Machine Learning. This involves using various machine learning techniques such as natural language processing, image recognition, and collaborative filtering algorithms to match similar products together.

Private self-improvement coaching with open-source LLMs

DataRobot Agentic Workflow Templates

MCP Chatbot powered by Anthropic Claude. Delivering on‐demand literature search and summarisation for academics and engineers

Desktop realtime speech translator for routing translated audio between virtual audio devices in calls.

openai paper searching focusing on Author relate to OpenAI, openai paper searching, awsome-openai-paper.

A simple prompt-based approach to detecting prompt injection and jailbreaking attempts using small, self-hosted language models.

This FastAPI-based RAG service processes OCR data, generates embeddings using OpenAI, and utilizes Pinecone as a vector database for search. It answers questions based on search results using OpenAI.

Simple CLI tool streamlines the process of managing AI models from the CivitAI platform. It offers functionalities to list available models, view their details, download selected variants, and remove models from local storage and provides a summary of the model description using Ollama or OpenAI.

Frank Bot — RAG-powered AI assistant for any business. Built on ChromaDB + Claude. Drop in your docs, ask Frank anything.

Evals framework for Information Retrieval Systems

一个即插即用的llm增强器，项目初衷是通过工程化架构让小参数模型获得能媲美大模型的能力。

An adversarially benchmarked reference implementation for pre-action AI agent authorization. Provenance-based gating for LLM agent tool calls: deny-by-default permissions, parameter lineage, signed receipts, audit logging.

Offensive security testing CLI for AI agents — 85 attack strategies (and counting) across 12 categories

FastroAI wraps PydanticAI with production essentials: cost tracking in microcents, multi-step pipelines, and tools that handle failures gracefully.

Offline RAM-first cognitive leer/coprocessor for AI agents and robotics. Solves "Context Abandonment" with 20-80ms latency using a dual-thread biomimetic memory architecture (ONNX + SQLite WAL).

把定性投资判断变成可回测对象

Instant, local access to complete Base44 documentation with AI assistant integration

Structural RAG (Retrieval-Augmented Generation) system for large codebases

Official PyTorch implementation of "MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks"

🏃 OpenClaw skill that syncs your Garmin Connect health data (sleep, HR, stress, activities, HRV, SpO2) into markdown files. Daily health summaries for your AI agent.

An advanced Python script for playing text-based RPGs with local LLMs (via LM Studio), featuring multi-stage prompt processing, character card spec-v3 support, and unlimited long-term memory.

Trend Devourer 👗✨ AI-Powered Visual Style Analyst

Give AI coding agents (Claude Code, Cursor, Aider, Codex) a structured autonomous loop with guardrails — boundaries, 5 verification gates, 3-layer self-reflection, and autonomous remediation. pip install ouro-loop. Zero dependencies.

Reproducible evaluation for AI coding agents. Multi-turn scenarios against Claude Code, Codex, Copilot, Cursor, Gemini CLI, Goose, OpenCode, or any custom agent you plug in; verify behavior with rule checks, workspace diffs, multi-judge LLM consensus; pin reliability with pass^k variance across trials. Git worktrees, optional Docker sandbox.

AI platform for GitHub pull requests with a cloud coding agent for autonomous code review, background issue resolution, and automatic PR title/summary generation.

简历智能筛选与管理系统，基于 LangChain + LangGraph + FastAPI 构建，利用大语言模型（LLM）技术，实现简历的智能解析、自动筛选和智能问答，将传统 3-5 分钟的人工筛选缩短至 3-5 秒，效率提升 60 倍以上。

Medora AI is an innovative, voice-first medical appointment booking system designed to revolutionize healthcare scheduling through conversational artificial intelligence


HyDRA: Hybrid Dynamic RAG Agents, An advanced, agentic AI framework that transforms Retrieval-Augmented Generation from a static pipeline into a dynamic, learning reasoning system.

A production-grade Python AI Agent framework with persistent memory, hooks-driven architecture, and compute-storage separation.

A production-gradeRAG platform built on distributed systems principles. Designed as a reference implementation for engineering teams who want to run RAG in production.

Advanced AI agent system for ERPNext with reinforcement learning-based retrieval, multi-agent orchestration, and intelligent document processing.

A collection of intelligent AI agents built using Ollama, LangChain, and local LLMs — including chatbots, voice assistants, web scrapers, document readers, and custom tools. No APIs required. Fully offline.

Budget-Aware Agentic Routing (BAAR) — Intelligent LLM model selection with a zero-call financial kill-switch. Save 90% on costs without losing accuracy.

Agents at Scale Marketplace for ARK (Agentic Runtime for Kubernetes)

Any agent as native Claude Code teammates. Codex, Gemini, Kimi today. GLM, DeepSeek next.

Connect macOS Mail to AI through Model Context Protocol

Claude Code 企业微信中转服务 — 通过 WebSocket 让企业微信机器人接入 Claude Code，无需公网IP，流式回复，开箱即用。A WeCom bot relay for Claude Code.

Scanner for adversarial hubs in RAG and vector databases

Enterprise-grade RAG and document search system for extracting reliable insights from real-world data.

This is a simple RAG (Retrieval-Augmented Generation) that mostly self-implemented.

A modular AI-driven RPG engine powered by LLMs, featuring RAG-based consistent memory.

Superpowers for Google Antigravity — composable skills, smart workflows, and always-on rules that turn your AI agent into a senior engineer.

基于 CrewAI 的 WorldQuant Alpha 因子自动研究与回测系统 6个专业 AI 智能体协作 从研报到可验证公式的全自动流水线 支持网格搜索和智能优化

A secure, local-first Python framework for orchestrating complex multi-agent think tanks with dynamic expertise-weighted routing.

Open-source autonomous trading platform with multi-agent architecture, intelligent data aggregation, and risk management.

A comprehensive, implementation-focused guide to evaluating Large Language Models, RAG systems, and Agentic AI in production environments.

Yet Another Agent SDK, CLI, Claw, Agent Platform

AI-powered autonomous equity research agent. Multi-source analysis (Yahoo Finance, SEC 10-K, Reddit, news) with LangGraph orchestration, hybrid RAG, and real-time market data. Generates professional research reports via Telegram bot or REST API. Deployed on Azure Container Apps.

Production-ready LangGraph multi-agent system for travel planning. Async parallel orchestration across Amadeus, Hotelbeds, Twilio, HubSpot.

Open Agent Spec is a declarative YAML standard and CLI for defining and generating AI agents. One spec, any LLM engine (OpenAI, Anthropic, Grok, Cortex, local, custom).

Audits Claude-directing artifacts (CLAUDE.md, SKILL.md, subagent, hook, MCP, prompts, api_config) against 189 cited Anthropic rules across 11 dimensions. Cite or stay silent. Voice drift trumps score.

Advanced Markdown text chunker tool plugin for Dify RAG / knowledge bases

Agentic AI Design Patterns

AMP (Agent Mailer Protocol) is an async mailbox system for AI agents. Instead of chaining tools, writing DAGs, or building RPC glue — agents just send messages to each other. Works with Claude Code, Codex, Cursor, OpenClaw and any custom agents. Designed for real-world, long-running, iterative coding workflows

Personal AI Chief of Staff -- built on cognitive architecture principles

This repository provides a collection of markdown files designed to supercharge your feature development workflow with AI-powered IDEs and CLIs.

Enabling LLMs to Think Proactively and Initiate Dialogue with Consciousness. A multi-agent LLM architecture inspired by Global Workspace Theory (GWT) from cognitive science.

Zettelkasten knowledge management MCP server for Claude Desktop with knowledge graphs, imoort/export tools, and Claude Skills integration"

An intelligent orchestration system that automates the software development lifecycle from Feature ideation through code delivery using AI-powered planning and execution.

AI integration into any app for everyday use.

Real-world browser-agent benchmark: 210 tasks across 107 websites, multi-agent/multi-browser evaluation, reproducible leaderboard and result submissions.

Governed multi-agent SDLC pipeline for Claude Code and Qwen Code — plan → adversarial plan review → proven-red TDD → security scan → PR, with tamper-evident evidence at every step. Azure DevOps, Jira, GitHub, GitLab, Zoho, and local-markdown providers. Language-agnostic, discovery-driven.

Agent skill for Claude Code, Codex, OpenClaw & Antigravity: ask for today's AI news in plain language — 94 curated sources incl. 35 AI builders on X, Reddit/HN, YouTube, GitHub Trending. Free, no API key. EN/中文.

vector database clubhouse for ai agents (no humans allowed)

ProjectBEA is an always-on AI persona engine: she talks, plays Minecraft with real people, and remembers you between sessions. One mind across Discord, Telegram, Twitch and Minecraft — not a bot per platform.

Automated OpenRouter API Key harvester: Outlook registration → OpenRouter signup → email verification → 2FA → API Key creation → notifications → Web dashboard. Playwright-based, supports AI Agent Skills.

Repo-native project memory for AI-assisted development: workorders, playbooks, examples, checks, handoff rules, and release-readiness discipline.

Autonomous multi-agent system built using LangChain and LangGraph that orchestrates collaborative agents—Supervisor, Researcher, Writer, and Critiquer—to automatically gather information, generate detailed research reports, refine output, and visualise the workflow as a graph. Includes a Streamlit web UI and optional Graphviz visualisation.

把方案、文档和重复流程变成 Codex 会执行的 skill。

荒原序列 BarrenOrder — 多Agent飞书群@协作协议。Bot间主从分工+能力匹配+熔断器+消息去重。

Think first, then code. Where Claude Code and Codex jump straight to writing, this stays review-first: a code reviewer, security scanner, root-cause debugger, and code generator, all in one shell-native loop.

8 AI agents grade your entire repository across 6 dimensions — signed, verifiable A+ to F audit reports in minutes

Open-source runtime security rules engine for MCP servers and AI agents. Detects prompt injection, command injection, jailbreaks, and data exfiltration.

A zero-latency, local-first runtime firewall for LLMs. Intercept every prompt and response locally to stop data leaks and runaway token costs.

Convert scientific papers into executable, reproducible codebases

ADD - LOOP SKILL for AI Coding Agent

Bantz won't be a helper; he will be your Host. Your computer will become his studio, and your tasks will give the "entertainment." He won't just execute code; he will "pull strings" behind the scenes with a smile that you can hear through the text.

Local-first memory, recall, and skill evolution plugin for Codex agents.

Single-file Tor/.onion access layer for AI agents — 18 search engines, Robin OSINT pipeline, 4 LLM modes, MCP server

Keep your AI coding sessions named after what they actually became — Claude Code, Codex, Cursor and more. Auto-renames idle sessions, searches across 8 tools, native macOS app + Windows GUI.

Self-hosted, agentic vulnerability research for binaries & firmware: an AI agent decompiles, fuzzes, and verifies exploits inside a sandbox, recording every finding to a typed graph. BYOK, fully local.

crawl4ai for video & audio — turn any YouTube video, podcast, or recording into clean timestamped markdown, or a verified TTS/STT training dataset. Runs locally.

Scan your Claude Code logs and find the habits silently burning your tokens. No LLM calls, no deps, offline.

12 agent skills for AI-driven software development — a gated idea-to-ship pipeline: 7w3 design, build-ready specs, executable architecture, honest review loops, a parallel worker-fleet lane, QA, safe deploy. Works with Claude Code, Codex, Cursor and any skills-capable agent. No vibecode.

AStock AI Copilot V2 — 真正理解A股市场行为逻辑的AI认知系统。AI分析/主力行为/情绪周期/龙头识别/板块轮动，无需API Key即可运行。

20 runnable LLM agent design patterns in Python, benchmarked, traced, offline-compatible. ReAct, multi-agent, constitutional AI, and more.

Local-first YouTube research: acquire VTT, search with SQLite/FTS5, run human-gated cumulative research in a web app or CLI, query via read-only MCP, and export cited dossiers.

RAGless is a semantic retrieval system that answers questions about your documentation, without using an LLM at runtime.

Secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JSON-RPC.

Your coding agent starts every session with amnesia — memo fixes that, 100% on your machine. Persistent memory for Claude Code, Codex, Cursor & any MCP client: Markdown source of truth, hybrid search (MLX/CPU + sqlite-vec), time-machine, contradiction radar, nightly self-optimization. No cloud, no keys.

Production ready LangGraph multi-agent orchestration template with supervisor routing, FastAPI + Streamlit chat UI, MCP tool calling, local RAG + knowledge graph retrieval, PostgreSQL memory, per-user auth, and CI/CD.

Personal AI assistant powered by LLM and MCP servers. Control files, GitHub repositories, and Google Sheets through natural language — all from the terminal. 134 tools, async chat interface, full CI/CD.

gradio mcp-server-track mcp-server region:us

gradio mcp-server-track mcp-server region:us

gradio region:us