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# A2Z Perplexity Agent (MCP) 一个基于 MCP (Model Context Protocol) 的 Perplexity AI 搜索 Agent，提供强大的网络搜索和信息查询能力。 ## 功能特性 - 实时网络搜索 - 多轮对话支持 - 完整响应（包含引用和元数据） - 基于 MCP 协议，易于集成 ## 安装 ### 使用 pip \`\`\`bash pip install -r requirements.txt \`\`\` ### 使用 Poetry \`\`\`bash poetry install \`\`\` ## 配置 ### 环境变量（可选） 如果未设置环境变量，将使用默认的 API key。 \`\`\`bash export PERPLEXITY_API_KEY="your_api_key_here" \`
# GitHub MCP Server The GitHub MCP Server connects AI tools directly to GitHub's platform. This gives AI agents, assistants, and chatbots the ability to read repositories and code files, manage issues and PRs, analyze code, and automate workflows. All through natural language interactions. ### Use Cases - Repository Management: Browse and query code, search files, analyze commits, and understan
This AI Agent can do complicated programming work for humans
## Quickstart Deployment Python MCP Streamable Http Server on AI Agent A2Z | | | ### Introduction This server implement one tool \`greeting\` and one resource \`index\` (html in assets folder) in a mcp.streamable_http_app() at "/mcp" endpoint ### Locally \`\`\`commandline pnpm install pnpm build pnpm start \`\`\` ### Test Local MCP Connection http://127.0.0.1:8000/mcp
Ryze AI is an AI copilot for performance marketing that runs paid media across search, social and shopping. It audits accounts, cleans search terms, optimizes bids and budgets, tests creatives, and generates clear performance reports across Google Ads, Meta and more. Read case studies https://www.get-ryze.ai/ Read more on https://www.get-ryze.ai/
# Fortune Compass Agent An AI-powered fortune telling divination Agent (ChatGPT App/MCP) that integrates traditional **Tarot**, **Zhouyi (I Ching)**, and **Guangong Oracle** into a unified digital experience. The agent performs real-world drawing logic (shuffling and orientation) and uses LLM intelligence to interpret the results. Deploy at and Live URL --- ## Divination Methods
# OpenClaw — Personal AI Assistant EXFOLIATE! EXFOLIATE! **OpenClaw** is a _personal AI assistant_ you run on your own devices. It answers you on the channels you already use (WhatsApp, Telegram, Slack, Discord, Google Chat, Signal, iMessage, Microsoft Teams, WebChat), plus extension channels like BlueBubbles, Matrix, Zalo, a
MseeP.ai Security Assessment Special thanks to Warp, the AI terminal for developers # Playwright MCP Server ](https://smithery.ai/server/@executeautomation/playwright-mcp-server) A Model Context Protocol server that provides browser automation capabilities using Playwr
# Deep Research ## Quickstart **Prerequisites**: Install package manager: \`\`\`bash curl -LsSf https://astral.sh/uv/install.sh | sh \`\`\` Ensure you are in the \`deep_research\` directory: \`\`\`bash cd examples/deep_research \`\`\` Install packages: \`\`\`bash uv sync \`\`\` Set your API keys in your environment: \`\`\`bash export ANTHROPIC_API_KEY=your_anthr
# omni-doc-assistant-agent Omni Doc Converter Agent PDF,Images,Docx,PPtX ## Description Help users to convert input files from one format to others. For example, convert a pdf file to several jpeg images. Supported documents including pdf, xlsx, docx,pptx,jpeg,png,jpg,etc.
## LangChain DeepAgents x AI Agent A2Z Deploy LangChain Examples Live | | | This guide shows how to convert a **LangChain DeepAgents** content-builder-agent into a production-ready live service using \`BaseLiveRuntime\` from ai-agent-marketplace The runtime wraps your agent and exposes a **FastAPI streaming \`/chat\` endpoint** automatically. ## QuickStart \`\`\` from ai_agent_ma
](https://pypi.org/project/excel-mcp-server/) ](https://pepy.tech/project/excel-mcp-server) ](https://opensource.org/licenses/MIT) ](https://smithery.ai/server/@haris-musa/excel-mcp-server) ](https://cursor.com/install-mcp?name=excel-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGV4Y2VsLW1jcC1zZXJ2ZXIgc3RkaW8ifQ%3D%3D) A Model Context Protocol (MCP) server that lets you manipulate Excel files with
This AI Agent can do complicated programming work for humans
## Playwright MCP A Model Context Protocol (MCP) server that provides browser automation capabilities using . This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models. ### Key Features - **Fast and lightweight**. Uses Playwright's accessibility tree, not pixel-based input. - **LLM-friendly**. No v
## What This Example Demonstrates This example shows a **DeepResearch Agent** implementation using the AgentScope framework. The DeepResearch Agent specializes in performing multi-step research to collect and integrate information from multiple sources, and generates comprehensive reports to solve complex tasks. ## Prerequisites - Python 3.10 or higher - Node.js and npm (for the MCP server
## Quickstart Deployment Python MCP Streamable Http Server on AI Agent A2Z ### Introduction This server implement two tools \`add\` \`greeting\` in a mcp.streamable_http_app() at "/mcp" endpoint ### Locally \`\`\`commandline cd quickstart/mcp_python uvicorn server:app \`\`\` ## Test Local MCP Connection http://127.0.0.1:8000/mcp ### Deployment 1. Create AI Service at 2. Go
# MCP Registry The MCP registry provides MCP clients with a list of MCP servers, like an app store for MCP servers. **** ## Development Status > [!WARNING] > The registry is under . The registry API spec is unstable and the official MCP registry database may be wiped at any time. **2025-09-04 update**: We're targeting a 'preview' go-live on 8th September. This may still be unsta
Emblem AI is crypto wallet infrastructure for AI agents, enabling secure multi-chain transactions, token swaps, and DeFi interactions. Supports 7 blockchains (Solana, Ethereum, Polygon, etc.) with 256+ tools.
CHATBOT
为您的网站获取聊天和语音代理 将潜在客户生成量提高3倍 推动2倍以上的合格会议 个性化跟进和关闭 0:00 / 0:00 加入Discord → EN 无需信用卡 与每位访客互动，找到他们 确切 需要的内容 立即将访客引导到 正确 的产品和案例研究 捕获潜在客户，告别 错失 的机会 支持超过 175 种语言 停止损失，开始与客户互动 为您的网站创建完美的AI销售代理 满意的客户 = 更高的转化率 为每个访问者提供定制的一对一对话，帮助提高销售额38% 资格认证潜在客户，生成2-3倍的潜在客户，并回答关键问题 无缝集成日历，无需人工干预即可推动会议 全球拓展业务 — 我们确保符合当地法规要求。 通过退出选项和DNC支持服务您的客户群。 案例研究 发现各种行业如何利用Chatsimple提升客户体验和促进参与 Connecta Recife使用Chatsimple引导市民通过城市服务，
Hexabot is an open-source AI chatbot / agent builder. It allows you to create and manage multi-channel and multilingual chatbots / agents with ease. - GitHub - Hexastack/Hexabot: Hexabot is an open-source AI chatbot / agent builder. It allows you to create and manage multi-channel and multilingual chatbots / agents with ease.
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Superduper: Build end-to-end AI applications and agent workflows on your existing data infrastructure and preferred tools - without migra…
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file convert…
The next phase of consumer interaction with AI technology will move far beyond chatbots, according to a panel of AI experts speaking at CES on Monday ahead of its official …
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
Agentic AI platform that harnesses Visual LLM Chaining to build proactive digital assistants
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI…
Seamlessly integrate LLMs as Python functions
Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastr…
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大家在使用可灵AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用抖音的即梦AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用快手(Kuaishou Kwai)短视频的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用小红书(Xiaohongshu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的AI问答功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎(Zhihu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用京东(JD)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用淘宝(Taobao)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用支付宝(Alipay)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用拼多多(PPD Temu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用快手(Kuaishou)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用抖音(Douyin Tiktok)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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We are witnessing great success in recent development of generative Artificial Intelligence in many fields, such as AI assistant, Chatbot, AI Writer. Among all the AI native products, AI Search Engine such as Perplexity, Gemini and SearchGPT are most attrative to website owners, bloggers and web content publishers. AI Search Engine is a new tool to provide answers directly to users' questions (queries). In this blog, we will give some brief introduction to basic concepts of AI Search Engine, including Large Language Models (LLM), Retrieval-Augmented Generation(RAG), Citations and Sources. Then we will highlight some majors differences between traditional Search Engine Optimization (SEO) and Generative Engine Optimization(GEO). And then we will cover some latest research and strategies to help website owners or content publishers to better optimize their content in Generative AI Search Engines.
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We are seeing more applications of robotaxi and self-driving vehicles worldwide. Many large companies such as Waymo, Tesla and Baidu are accelerating their speed of robotaxi deployment in multiple cities. Some human drivers especially cab drivers worry that they will lose their jobs due to AI. They argue that the lower operating cost and AI can work technically 24 hours a day without any rest like human will have more competing advantage than humans. What do you think?