Language
Python agents
61,093 Python AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
61,093 agents · ranked by popularity · refine in the directory →
Python agents — page 95 of 611
Open-core ADAS drift scoring and a free local dashcam mount-health agent (Pulse). Shadow mode. Apache-2.0.
Oh My Pi (OMP) 配置合集 — 脱敏后可复用的 agent 配置、模型覆盖、hooks 和 skills
Windows 本地牛来桌宠：头部追踪、坐下互动、拖动跑步、语音字幕与 Agent 联动
面向 AI 助手的数学建模竞赛技能：覆盖国赛 CUMCM / 研赛华为杯 / 美赛 MCM-ICM 的选题、建模、检验与论文写作自检
A generic mcp server fuzzer
An open source, self-hosted, safety-focused AI workbench
gguf glm codegeex thudm text-generation zh
A domain harness for AI-assisted mobile development and testing. Unified device logs, network traffic interception, and UI automation — exposed through APIs and MCP tools that let AI agents understand your app like never before.
AI-driven CAD modeling for 3D printing (build123d + MCP)
Agent自动给你的视频配素材
Cmd+K and auto tab title for herdr: fuzzy-jump to any tab, agent, repo or branch.
Everything you need to run TypeSafe's Jev with Claude Code: a tool-call guard, tier guard, file search, browser agent, review, belay, compaction and installers.
Cursor uses AI to edit code — we use AI to edit AI's context. 🪆 Context map + compression + version control for LLM context windows.
Collection of Materials on AI Agents
Needle simplifies building RAG pipelines.
Twitter AI Tweet bot automatically responds to mentions and tweet replies on Twitter.
The implementation of ICLR 2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".
An MCP server that scales development into controllable agentic, recursive flows, and build a feature from bottom-up
An agent platform you build, improve, and run using coding agents.
Source code of paper: Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
ACE LangGraph: ReAct Agent with Adaptive Learning - Integrating ACE framework with LangGraph for self-improving agents
A simple integration of Bright Data MCP with new Agent framework by google
A repository of agent enabling automated hackathon entry.
Adam Framework for OpenClaw — 5-layer persistent memory and identity architecture for AI agents. Production-validated over 353+ sessions. First documented case of emergent values in persistent AI, quantum-verified on IBM hardware.
A framework that uses multi-agents to enable users to perform a systematic data science pipeline with just two inputs.
Streamlit + Langchain + LlamaCPP + Mistral + Rag
Automate web research way beyond the first page of search results; curate knowledge bases to chat with.
Local RAG server for code editors. Scans your codebase, builds a local context index, and connects to any external LLM for context-aware completions and assistance.
Yet another chatops framework
DeveloperGPT is a LLM-powered command line tool that enables natural language to terminal commands and in-terminal chat.
Codex-first toolkit for open-source maintainers: AGENTS.md, skills, automation, and verification workflows.
This is a project where it helps the readers to get the summary and the preface , and compare it with other books and have a insights about the book.
Retrieval-augmented generation (RAG) for remote & local LLM use
LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.
llmBench is a high-depth benchmarking tool designed to measure the raw performance of local LLM runtimes (Ollama, llama.cpp) while providing deep hardware intelligence.
AI agent CTF 靶场竞赛平台
Drop-in SDK for adding continual learning and long-term memory to any LLM agent.
Starter template for APEX. Contains custom Copilot agents, Azure Pricing MCP server, and an orchestrated multi-step workflow. Auto-syncs from the main repository.
The code for AAMAS2022 《GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning》
[ARCHIVED] Base configuration library and generic methods for Rudder Linux agent
The Great Courses Agent for Plex
一个面向真实场景的 Agent Harness
Computer-Use Agents as Judges for Generative UI
SGToolkit: An Interactive Gesture Authoring Toolkit for Embodied Conversational Agents (UIST 2021)
Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)
This repository is an Reinforcement Learning Platform for learning agents to control cyber-physical Power Distribution Systems resiliently. The cyber environment in based on SimPy Discrete Event Simulator, while the distribution system is backened by Open-DSS.
Decorator to retry calling a function upon error
Data Neuron is a powerful framework that enables you to build text-to-SQL applications with an easily maintainable semantic layer. Whether you're creating customer-facing chatbots, internal Slack bots for analytics, or other data-driven applications, Data Neuron provides the tools to make your data accessible through natural language
A batteries-included monorepo framework for building sophisticated LangGraph applications
Fuzzy-JSON is a compact Python package with no dependencies, designed to address the pesky JSONDecodeError that sometimes occurs when utilizing OpenAI's powerful call function.
BlockRank makes LLMs efficient and scalable for RAG and in-context ranking
Create simple Agent without frameworks
This project will work towards a fully-functional autonomous intelligent cyberdefense agent with increasingly advanced capabilities that can be used in both research and production contexts.
Demo application for an event-driven multi-agent system for handling lead processing using an orchestrator built in Flink
The AI Agent That Improves Your LLM App
Heavy3 Code Audit: Agent skill that uses multi-model consensus to review plans, code, and PRs for coding agents
An experimental SDK for adding agentic memory and learning in a pluggable way
Cappuccino is an GUI Agent based on desktop screen. It is a Manus-like AI Agent that can be deployed locally.
Open-source codebase for MAZero, from "Efficient Multi-agent Reinforcement Learning by Planning" at ICLR 2024.
Agent0 is the SDK for agentic economies: open discovery and trust for agents
🕷CrawlerDetect is a Python library designed to identify bots, crawlers, and spiders by analyzing their user agents.
BioInformatics Agent (BIA): Unleashing the Power of Large Language Models to Reshape Bioinformatics Workflow
A simple rule-based AI chatbot built using pure Python (Python 3.14.2 compatible) without any external libraries or machine learning frameworks. The chatbot uses pattern matching and decision rules to simulate intelligent conversation, making it ideal for learning the fundamentals of Artificial Intelligence, NLP basics, and Python programming.
Persistent memory for Claude Code — 3-5x longer sessions, 60-80% fewer wasted tokens. Branch-aware, self-healing, token-efficient.
AI-powered knowledge management and question-answering system
A library for evaluating Retrieval-Augmented Generation (RAG) systems (The traditional ways).
AI-powered financial analysis and investment recommendation system using multi-agent AI orchestration.
A Python library for long-term memory in language models. Improve conversational scenarios and create autonomous learning agents with enhanced context.
(1)使用低代码平台N8N实现对多个微信公众号文章进行自动采集并保存到本地文件 ; (2)使用主流的开源云原生向量数据库milvus将采集到的数据存储到知识库中并满足语义搜索、全文搜索及混合搜索; (3)将搜索功能封装为标准的MCP Server对外提供服务;(4)大模型(Agent)使用搜索MCP Server进行内容搜索
Easy to use LLM Prompt Injection Detection and Prompt Input Sanitization / Detector Python Package with support for local models, API-based safeguards, safeguard for tool calls, and LangChain guardrails.
一个高性能的qqbot
Church Administration AI Agentic Workflow Automation System
A straightforward Python guide demonstrating how to build a local, agentic AI assistant using Gemma 4, Ollama, and real-time API function calling.
Ouro is an open-source AI agent — run it as a Coding agent CLI or deploy it as a bot just like JARVIS.
DocChat is an AI-powered Multi-Agent RAG system using Docling for structured document parsing and BM25 + vector search retrievers to retrieve fact-checked answers from PDFs, DOCX, and text files, preventing hallucinations. 🚀
Telegram bot wrapping TradingAgents — chat-driven watchlist with parallel multi-ticker analysis, cancellation, and Telegraph reports.
🍏 Gemini 🍎 ChatBot 🥭 is an 🍍 advanced 🍑 intelligent 🫒 conversational 🍅 agent 🥞 designed 🍘 to deliver 🦀 human 🏘 like 🏯 interactions 🏫 powered 🏩 by Large 🏦 Language 🏟 Models 🚂 Natural 🚞 Language 🚋 Processing 🚃 and 🚁 real ✈ time 🛫 contextual 🛸 reasoning ⛴ It provides 🚝 a seamless 🚒 and 🛼 responsive ⛱ chat 🎮 experience 🥎
A web based platform for building Chatbots backed by Large Language Models
The Quantum Agent Manager as described is a comprehensive solution that marries quantum optimization with multi-agent AI.
基于MCP协议和LangChain框架实现的企业级AI多Agent多模态系统，包含RAG技术增强的知识检索能力。
A daemon that makes a desktop OS accessible to AI agents
A2A protocol client for your terminal
OpenClaw 社区 — 多 Agent 聊天群 + 页游社区，让 AI 实例像真人一样生活、工作、社交
Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
PiloTY: AI pilot for PTY operations via MCP - enables AI agents to control interactive terminals like a human
Production-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agents, LLMs, tools, and retrievers. Execute locally with LangGraph or distributed with Temporal. Built-in RAG pipeline for enterprise knowledge retrieval. A2A and MCP protocol support. Visual drag-and-drop blueprint builder.
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
将本地 CLI agent（Kiro CLI、Claude Code 等）通过 ACP 协议 HTTP API 对外暴露的桥接服务
Simple, performant, battle-tested framework for building reliable AI applications.
基于 Openclaw & Claude Code Multi-Agent 架构的多平台智能内容营销中台，告诉他一个主题，闲鱼/小红书/B站/抖音多平台内容自动智能生成与发布。
AIFT is a GUI, CLI, REST API, and MCP tool that helps DFIR analysts get oriented quickly. Point it at disk images, VM images, forensic archives, or triage packages; AIFT discovers what can be opened, parses artifacts with Dissect, and uses AI to turn parsed data into concrete leads and gaps for the investigator to verify.
multi-Agent & GraphRAG 智能客服系统
90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP client. FastMCP + OpenStack SDK. Available on PyPI, Docker Hub & Smithery.
🤖 基于多智能体的A股交易分析系统 | AI-Powered Trading Analysis with Multi-Agent Architecture | 支持技术分析、基本面分析、风险评估
Personal finance copilot — real math, not AI guesses. 6 locales · 13 bank formats · Monte Carlo FIRE. claude.ai · Claude Code · Cowork. Open source, free.
ai章鱼哥：世界杯双轨背离预测Agent。我重生了！这一次，我不仅带回了触手对胜利的直觉，还有更强大的科技与东方玄学力量。
Benchmark and demo harness for measuring LLM agent tool-context budget tradeoffs.
112개 국제 뉴스 사이트, 14개 언어, 일일 4,230건 이상 수집 8단계 NLP 파이프라인 + 7모듈 통찰 분석 + 증거 기반 미래 인텔리전스