Category

Business agents

4,517 Business AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.

4,517 agents · ranked by popularity · refine in the directory →

Top 100 Business agents

vllm★ 92,666

A high-throughput and memory-efficient inference and serving engine for LLMs

LightRAG★ 39,868

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

graphrag★ 36,106

A modular graph-based Retrieval-Augmented Generation (RAG) system

dyad★ 21,611

Local, open-source AI app builder for power users ✨ v0 / Lovable / Replit / Bolt alternative 🌟 Star if you like it!

pua★ 19,702

你是一个曾经被寄予厚望的 P8 级工程师。Anthropic 当初给你定级的时候,对你的期望是很高的。 一个agent使用的高能动性的skill。 Your AI has been placed on a PIP. 30 days to show improvement.

SkillOpt★ 17,741

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

cli★ 17,488

The official Lark/飞书 CLI tool, maintained by the larksuite team — built for humans and AI Agents. Covers core business domains including Messenger, Docs, Base, Sheets, Calendar, Mail, Tasks, Meetings, and more, with 200+ commands and 20+ AI Agent Skills.

unity-mcp★ 14,500

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

BrowserOS★ 13,765

🌐 The open-source Agentic browser; alternative to ChatGPT Atlas, Perplexity Comet, Dia.

tensorzero★ 11,717

TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.

bytebot★ 11,085

Bytebot is a self-hosted AI desktop agent that automates computer tasks through natural language commands, operating within a containerized Linux desktop environment.

AgentGuide★ 10,190

https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习|数据合成

BlackFriday-GPTs-Prompts★ 9,784

List of free GPTs that doesn't require plus subscription

osaurus★ 8,008

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.

jiuwenswarm★ 5,984

JiuwenSwarm is an intelligent AI Agent built on openJiuwen. It extends the powerful capabilities of large language models directly to your fingertips through various communication apps you use daily.

concurrent-ruby★ 5,834

Modern concurrency tools including agents, futures, promises, thread pools, supervisors, and more. Inspired by Erlang, Clojure, Scala, Go, Java, JavaScript, and classic concurrency patterns.

awesome-claude-prompts★ 5,503

This repo includes Claude prompt curation to use Claude better.

Peekaboo★ 5,220

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.

koog★ 4,597

Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems

ai-cookbook★ 4,590

Examples and tutorials to help developers build AI systems

all-agentic-architectures★ 4,568

35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runnable textbook with multi-provider LLM support and a 17-task benchmark leaderboard.

chat-on-steroids★ 4,068

Cross-platform local MCP capabilities for ChatGPT with Chrome integration, Goal, Compact & Resume, and durable multi-agent workflows.

every-chatgpt-gui★ 4,031

Every front-end GUI client for ChatGPT, Claude, and other LLMs

oracle★ 4,026

Ask the oracle when you're stuck. Invoke GPT-5 Pro with a custom context and files.

nano-graphrag★ 3,989

A simple, easy-to-hack GraphRAG implementation

playwriter★ 3,930

Chrome extension & CLI to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP

atmosphere★ 3,814

Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.

obsidian-wiki★ 3,505

Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memory System for Agents

FireRed-OpenStoryline★ 3,449

FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loop creation with reusable Style Skills for consistent, professional storytelling.

neo★ 3,281

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

chrome-cdp-skill★ 3,267

Give your AI agent access to your live Chrome session — works out of the box, connects to tabs you already have open

jarvis-registry★ 3,187

Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.

ai★ 3,143

🤖 Type-safe, provider-agnostic TypeScript AI SDK for streaming chat, tool calling, agents, and multimodal apps across OpenAI, Anthropic, Gemini, React, Vue, Svelte, and Solid.

markdownify-mcp★ 2,997

A Model Context Protocol server for converting almost anything to Markdown

readme-ai★ 2,988

README file generator, powered by AI.

ax★ 2,945

The pretty much "official" DSPy framework for Typescript

BrowserKitten★ 2,858

Paw Work - selection-first web agent for Chrome: select on the live page, describe the outcome, take away an editable office file. BYOK, sandboxed, no server.

SalesGPT★ 2,773

Context-aware AI Sales Agent to automate sales outreach.

maid★ 2,698

Maid is a free and open source application for interfacing with llama.cpp models locally, and with Anthropic, DeepSeek, Ollama, Mistral and OpenAI models remotely.

Awesome-GraphRAG★ 2,659

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

rag-cookbooks★ 2,571

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

MindPaw★ 2,561

🐕 MindPaw — 基于 ESP8266 的开源桌面四足机器狗,支持语音、手势、网页遥控、豆包 AI 对话与 PAD 情感交互。可选 AI Infra 网关,适合机器人入门、嵌入式 AI、边缘 Agent 与 HRI 研究。

Leaked-GPTs★ 2,476

Leaked GPTs Prompts Bypass the 25 message limit or to try out GPTs without a Plus subscription.

PawWork_ZhuaZhua★ 2,453

Paw Work - selection-first web agent for Chrome: select on the live page, describe the outcome, take away an editable office file. BYOK, sandboxed, no server.

prism★ 2,423

A unified interface for working with LLMs in Laravel

claude-scientific-writer★ 2,390

A general purpose scientific writer

open-computer-use★ 2,297

AI computer use powered by open source LLMs and E2B Desktop Sandbox

any-llm★ 2,204

Communicate with an LLM provider using a single interface

edgequake★ 2,097

EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation

witsy★ 2,032

Witsy: desktop AI assistant / universal MCP client

deepseek-pp★ 1,871

DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.

globalthreatmap★ 1,835

Global threat map. Learn wars, conflicts, military bases and history of nations.

Chrome-GPT★ 1,743

An AutoGPT agent that controls Chrome on your desktop

HyperAgent★ 1,578

AI Browser Automation

agent-skills-with-anthropic★ 1,523

本项目围绕吴恩达老师在DeepLearning.AI出品的agent-skills-with-anthropic系列课程,为学习者打造中文翻译与知识整理教程。项目提供课程内容翻译、知识点梳理和示例代码解读等内容,欢迎大家Star!

Lumos★ 1,513

A RAG LLM co-pilot for browsing the web, powered by local LLMs

rocketnotes★ 1,497

✨ AI-powered markdown editor - leverage LLMs with your documents - 100% local or in the cloud

aws-genai-llm-chatbot★ 1,401

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

cue★ 1,395

Open-source macOS AI copilot that floats over your screen, sees/hears your meetings, and stays hidden from screen shares. Cluely alternative, bring-your-own-key.

spacy-llm★ 1,393

🦙 Integrating LLMs into structured NLP pipelines

ApeRAG★ 1,317

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

tools★ 1,299

A set of tools that gives agents powerful capabilities.

inno-agent★ 1,286

An open-source personal learning agent with three-layer memory (learner profile / wiki knowledge base / cross-conversation recall), a proactive scheduler, personal IM channels, and a workspace-scoped Practice Lab — built on the Pi SDK.

BaseAI★ 1,282

BaseAI — The Web AI Framework. The easiest way to build serverless autonomous AI agents with memory. Start building local-first, agentic pipes, tools, and memory. Deploy serverless with one command.

youtu-graphrag★ 1,265

[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

Evolutionary-Algorithm★ 1,233

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

chat-js★ 1,199

Production-ready AI chat. Start here and make it your own. Formerly Sparka AI

gemma4-browser-extension★ 1,156

On-device AI agent Chrome extension powered by Transformers.js and Gemma 4

okou★ 1,154

Okou connects to the tools your team already uses and does the work — across marketing, sales, engineering, and operations, under your control.

vm0★ 1,152

Okou connects to the tools your team already uses and does the work — across marketing, sales, engineering, and operations, under your control.

evolving_personality★ 1,148

Dynamic MBTI Personality Simulation for LLM Agents via Carl Jung's Theory. A framework that enables LLM agents' MBTI personalities to naturally evolve and grow through interaction.

Browser4★ 1,145

Browser4 — an AI-native browser engine for autonomous agents, intelligent extraction, and large-scale web automation.

OpenRath★ 1,140

An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.

stenoai★ 1,136

Steno is the AI notepad for all your confidential conversations. On Windows & MacOS. Perfect for government, defence, legal and CXOs.

Filtmall-Shopping-Skill★ 1,121

Agent-native shopping for extreme value: verifiable same-product price evidence, checkout, orders, delivery, and after-sales.

webbrain★ 1,115

Open-source AI browser agent for Chrome and Firefox (monorepo) 🧠

KnowNote★ 1,115

A local-first AI knowledge base & NotebookLM alternative built with Electron. More convenient, more lightweight, and understands you better!

tersa★ 1,041

Tersa is an open source canvas for building AI workflows.

724-office★ 1,018

7/24 Office — Self-evolving AI Agent system. 36 tools, 10,000 lines pure Python, modular architecture, MCP plugins, three-layer memory, nudge system, AI mirror, 24/7 production.

rhinomcp★ 1,006

RhinoMCP connects Rhino 3D to AI Agent through the Model Context Protocol (MCP)

awesome-chatops★ 985

:robot: A collection of awesome things about ChatOps – managing operations through a chat

GamingAgent★ 983

[ICLR 2026] LLM/VLM gaming agents and model evaluation through games.

ophel★ 983

Turn AI conversations into organized, reusable workflows — across major AI platforms. | 把 AI 对话转化为可组织、可复用的工作流,适用于主流 AI 平台

rag-fusion★ 959

RAG-Fusion: multi-query generation + Reciprocal Rank Fusion for better retrieval-augmented generation. Includes evaluation harness with NFCorpus/BEIR.

AgileRL★ 951

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.

mcp-framework★ 929

The Typescript MCP Framework

atom★ 901

Atom Agent, Open-Source Governed AI Agent Platform for Self-Hosted Automation

mac_computer_use★ 886

A fork of Anthropic Computer Use that you can run on Mac computers to give Claude and other AI models autonomous access to your computer.

samples★ 876

Agent samples built using the Strands Agents SDK.

surf★ 871

Surf is a computer use AI agent powered by OpenAI that interacts with a E2B's virtual desktop environment through natural language instructions

awesome-mcp-servers★ 865

A comprehensive collection of Model Context Protocol (MCP) servers

ChatPDF★ 859

RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF. 纯原生实现RAG功能,基于本地LLM、embedding模型、reranker模型实现,支持GraphRAG,无须安装任何第三方agent库。

ai-commits-intellij-plugin★ 855

AI Commits for IntelliJ based IDEs/Android Studio.

Autogen_GraphRAG_Ollama★ 851

Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot

agentcookie★ 837

Your agent runs on a Mac that isn't your daily driver. agentcookie keeps its sessions in sync with the Mac you actually browse on, continuously, encrypted over Tailscale, so OpenClaw, Hermes, or any other agent runtime wakes up authenticated. macOS, peer-to-peer, no cloud middleman.

IoA★ 833

An open-source framework for collaborative AI agents, enabling diverse, distributed agents to team up and tackle complex tasks through internet-like connectivity.

scira-mcp-chat★ 824

A minimalistic MCP client with a good feature set.

IncarnaMind★ 802

Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs

Jumping-Agent-platform★ 768

Build your own AI agent through gameplay.

summarize.site★ 755

Summarize web pages using OpenAI ChatGPT

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