MuleRun Agent Builder Pioneer Program: Join the Private Beta for the Next-Gen Agent Paradigm!

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What is MuleRun Agent Builder?

If you’ve ever shelved an Agent idea because “n8n can’t control local software” or “LangGraph is too heavy to deploy,” you’ve hit the limits of the current Agent-building paradigm. MuleRun Agent Builder was created to shatter those limits.

MuleRun Agent Builder is a fundamentally new paradigm for building agents, empowering domain experts with no engineering background to create powerful, functional Agents through natural language. This isn’t just another low-code tool; it’s the first Agent-Native building platform, and its core advantages are:

  • The First to Productize the Next-Gen Paradigm: We are the first to productize and extend the Base Agent + Skills paradigm validated by Claude Code, integrating it with advanced Knowledge and Runtime management. We believe this native approach, distinct from traditional workflows, is poised to become a dominant standard in the future Agent market.

  • Low Floor, High Ceiling: This will be the first agent build tool for the masses that supports one-click publishing. Without coding, you can simply select the necessary Skills and Runtimes, provide your knowledge base, and let the platform automatically handle environment configuration and tool deployment to build complex Agents that previously required extensive engineering.

  • A Seamless Commercial Loop: Agents can be published to the MuleRun marketplace with a single click, instantly integrating with our existing billing, evaluation, and demand-matching systems. Go from idea to revenue in one streamlined path.

MuleRun Agent Builder is now in its preview stage. To validate and refine this new paradigm in real-world scenarios, we are inviting you to join our private beta and become one of our first co-builders.

:pushpin: Beta Information

  • Dates: January 15th – January 30th

  • Seats: Only 50 globally, by invitation only – extremely limited slots

  • Goal: Complete a fully functional Agent solving a genuine use case from Start to Finish

  • Participation:
    a. Choose one of our suggested “development topics” or define your own
    b. Use Agent Builder to complete or replicate your Agent within 1 week
    c.Share feedback (features, bugs, UX suggestions) — your input will directly shape product improvements

  • Documentation & Support: We provide tutorials/documentation, Skills list, and live Q&A

:light_bulb: What You’ll Get

  1. Co-create the next-generation Agent building paradigm

    • Track your suggestions in the “Feedback Tracking Sheet” and see real-time adoption & implementation

    • Become part of the global first wave of Builders in the MuleRun 2.0 ecosystem

    • Receive minimum $100 free equivalent Credits during betaired

  2. Outstanding Use Cases Incentives

    • Top uses cases will be featured in MuleRun Agent Builder’s official stories (case studies, social media, media coverage)

    • Each outstanding case earns $100 cash plus high-visibility exposure

Who Should Join?

  1. Developers with creativity and innovative workflows

  2. Teams/individuals with industry expertise, looking to turn their business into an Agent product

  3. Anyone who trusts MuleRun and cares about building AI Agents

:high_voltage: Why Join Now?

  1. Limited beta, invitation-only — registration closes once seats are filled

  2. Your ideas and feedback will directly influence the final shape of MuleRun 2.0

  3. This is your early opportunity to establish a presence in the emerging AI Agent ecosystem

:postbox: Interested?

Please contact your MuleRun representative to confirm your participation and Proposed Topic or just leave a comment under this post and someone from the MuleRun team will reach out.
Details for Proposed Topics: MuleRun Agent Builder Pioneer Program: Join the Private Beta for the Next-Gen Agent Paradigm! - #6 by bonniehshanshan

Let’s build the next amazing AI Agent together, with Agent Builder.

— The MuleRun Team

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中文版：

MuleRun Agent Builder 先锋计划：下一代 Agent 构建范式 · 内测招募

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MuleRun Agent Builder 是什么？

如果你曾因为 “n8n 无法操作本地软件” 或 “LangGraph 部署太重” 而搁置过某个 Agent 想法，那么你遇到的正是当前 Agent 构建范式的局限，MuleRun Agent Builder 正是为了突破这些限制而生。

MuleRun Agent Builder 是一种全新的 Agent 构建范式，它能让没有研发背景的行业专家，也能通过自然语言交互构建出功能强大的 Agent。这不是另一个低代码工具，而是首个 Agent Native 的构建平台，它的核心优势在于：

  • 践行下一代 Agent 构建范式：我们开创性地将 Anthropic 验证的「基座 Agent + Skills」范式产品化，并扩展了 Knowledge 与 Runtime 管理能力。我们相信，这套区别于传统 Workflow 的原生构建方式，将有望成为未来 Agent 市场的主流范式之一。

  • Agent 构建门槛低、能力上限高：这会是首个面向大众、支持一键上架的 Agent 构建工具。你无需编码，只需要选择必要的 Skills 和 Runtime，提供背景知识，即可自动完成环境配置与工具部署，构建出过去需要大量编码才能实现的复杂 Agent。

  • 无缝衔接商业闭环：Agent 可以一键上架到 MuleRun，自动接入现有计费、评估与供需撮合体系，从想法到收益，一步到位。

目前 MuleRun Agent Builder 已进入预览阶段，为了在真实场景中验证和打磨这一新范式，我们诚邀你参与内测，成为首批共建者。

你将获得什么？

  • 全球首批体验权：独家使用 MuleRun Agent Builder 预览版，率先实践「基座 Agent + Skills」新范式，优先体验 Browser / Computer Use 等高级能力。

  • 商业加速特权：精品 Agent 将获得优先上架资格与专属推广资源。

  • 获得深度支持： 获得 MuleRun 产研的一对一的指导；与 CXO、其他先锋者深度对话，你的反馈将直接塑造产品方向。

  • 先锋身份认证：成为 MuleRun Ambassodor 候选者，提升个人影响力。

我们在找什么样的人？

  • 拥抱新范式： 对「基座 Agent + Skills」理念感到兴奋，渴望在真实场景中验证下一代构建方式的潜力。

  • 有真实痛点：有明确的、希望用 Agent 解决的实际问题（如“自动分析竞品周报”、“帮法务审核合同风险点”），而不只是技术尝鲜。

  • 有技术理解力：你不一定是全职工程师，但能理解计算机概念（如 API / Runtime / 依赖）；有 Workflow 工具（如 n8n / LangChain / ComfyUl ）或开发经验者优先。

  • 愿意深度参与：每天愿意投入≥1h，构建 1-2 个能解决真实问题的 Agent；愿意在社区分享使用心得、帮助他人共同成长。

如何加入？

  • 内测时间：2026 年 1 月 15 日 – 1 月 30 日。

  • :double_exclamation_mark::double_exclamation_mark::double_exclamation_mark:报名方式：提交 MuleRun Agent Builder 内测申请。

  • 启动共建：1 月 15 日，邮件通知入选者，发放专属访问权限，提供 Onboarding 支持。

首批名额有限，为了确保每位入选者都能获得充分支持并跑出有代表性的 Agent，我们会根据场景匹配度、技术背景与共建意愿进行筛选。

:double_exclamation_mark:加入后的参与方式

  1. 从「MuleRun 推荐的 Agent 方向」中选自己感兴趣的、或构建自己想做的 Agent。

  2. 用 MuleRun Agent Builder 在一周内完成一个 Agent 的构建或复现。

  3. :wrapped_gift::wrapped_gift::wrapped_gift: 限时福利：

    1. 每人可获得最少 $100 credits（cover 构建 agent 所需的资源消耗）。
    2. 优秀案例将得到官方推广 + 丰厚奖励。

期待你和我们一起，成为下一代 Agent 构建范式的首批定义者！

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I’ve submitted the application

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I’ve submitted my beta application — really looking forward to getting access!

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Proposed Topic for MuleRun Agent Builder Beta Test:

No. Category Agent Idea Description
1 Common Tools PPT Creation User enters the presentation topic and key points; the Agent automatically generates slides with titles, bullet points, initial layout, and relevant images, with editing support.
2 Common Tools Data Extraction & Structuring User specifies the data range and desired database structure; the Agent automatically extracts relevant data and organizes it according to the structure.
3 Common Tools Data Visualization User uploads a dataset (e.g., Excel); the Agent understands the analysis request (e.g., “analyze sales trends”), performs the analysis, and outputs a report with charts and written insights.
4 Common Tools Bulk Image Download & Processing Downloads images in bulk from a given URL, edits them as required, and produces consistent branded assets.
5 Common Tools Email Processing Connects to user’s email, automatically categorizes messages (e.g., important, to-do, spam), and drafts suggested replies.
6 Common Tools File Management Scans the user’s Google Drive to auto-categorize and tag files; supports natural language search (e.g., “Find last week’s Project X report”) for quick retrieval.
7 Common Tools User Feedback Analysis Scrapes product reviews from e-commerce and social media, performs sentiment analysis, identifies pros and cons, and generates summary reports for business use.
8 Common Tools Daily Customized News Briefing User sets preferred topics, sources, and preferences; the Agent filters news daily, creates personalized summaries, and sends scheduled notifications.
9 Common Tools Monthly Advertising Data Analysis Regularly pulls ad campaign data from Google Ads, Facebook Ads, Baidu, etc., cleans and consolidates it, and produces monthly performance reports.
10 Common Tools Web Page Creation User provides natural language instructions or content; the Agent generates a complete webpage from design to implementation, supporting iterative edits.
11 Common Tools Cross-Platform Content Publishing User creates content once (e.g., blog post); the Agent formats and publishes it to WordPress, Medium, Facebook, Twitter, LinkedIn, etc.
12 Common Tools E-Commerce Order Automation When an order is placed, the Agent updates inventory, generates a shipping list, notifies logistics, and sends a confirmation email to the customer.
13 Common Tools Meeting Summary Based on Zoom or similar meeting links, the Agent intelligently summarizes meeting content.
14 Common Tools Bulk Influencer Outreach Searches and filters influencers on social platforms, collects public profile data, generates personalized collaboration invitations using templates and gathered info, and sends them in bulk.
15 Common Tools Resume Screening HR uploads resumes and job descriptions; the Agent parses skills, experience, and education, matches candidates to requirements, and outputs a shortlist.
16 Common Tools Market Research For a selected product type, the Agent compares 100 products by brand, price range, and key features, compiling a comparison table.
17 Common Tools Competitor Monitoring Continuously tracks competitors’ feature and price changes, generating monitoring reports.
18 Common Tools Academic Research Tracks papers on selected topics, auto-summarizes multiple papers, and generates study guides.
19 Common Tools Potential Customer Analysis Researches 100 potential customers and flags the most promising leads.
20 Rarely Addressed by AI Government Subsidy Application User inputs personal details (age, job, income, family status, etc.); the Agent matches available subsidies/welfare programs, provides application guides and links, fills forms, and submits them.
21 Rarely Addressed by AI Multi-Person Trip Planner Consolidates multiple travelers’ preferences to maximize satisfaction, producing a detailed travel plan with ongoing updates — like a tour guide for a group trip.
22 Rarely Addressed by AI Tax Filing Based on uploaded income and expense records, the Agent identifies eligible deductions, assists with tax form preparation, and provides an easy-to-follow filing guide.
23 Rarely Addressed by AI Visa Application Automation User enters destination and travel purpose; the Agent identifies visa type, provides a material checklist, fills forms with personal data, and submits them online or as printable files.
24 Rarely Addressed by AI Patent Application User inputs invention description; the Agent searches existing patents, evaluates novelty, drafts technical descriptions and claims, and auto-submits to multiple patent sites.
25 Rarely Addressed by AI Property Certificate Reissue User selects the document to replace; the Agent provides steps, required materials, offices involved, organizes user info, uploads and submits the application.
26 Rarely Addressed by AI Traffic Violation Processing User enters license plate info; the Agent checks violation records, offers online/offline resolution instructions, organizes info, and submits handling requests.
27 Rarely Addressed by AI Insurance Claim User uploads accident photos/medical reports; the Agent identifies required claim materials, drafts claim letters, guides insurance claim steps, fills forms, and submits requests.
28 Money-Saving / Earning Shopping Rebate Assistant After shopping, user uploads a receipt photo; the Agent records purchases, scans items for rebate/cashback programs, and semi-automates claim submissions.
29 Money-Saving / Earning Low-Price Deal Sniper Monitors a product across platforms, auto-purchases when price drops below the user-set threshold.
30 Money-Saving / Earning Auto-Cancel Unused Subscriptions Scans emails/bank statements to detect subscriptions; if unused for long periods, asks the user for approval and processes cancellation.
31 Novel / Fun Daily Debt Reminder Agent User inputs loan details and repayment date; the Agent sends friendly reminders via SMS/email at preset intervals until repayment is made.
32 Novel / Fun Celebrity Affair/Gossip Analyst User inputs gossip about two celebrities; the Agent scrapes social media and news, cross-validates with multiple sources, and outputs an analysis report with credibility scoring.
33 Rapid Replication Lovart Clone Reproduce Lovart’s main capabilities.
34 Rapid Replication Gamma Clone Reproduce Gamma’s main capabilities.
35 Rapid Replication NoteBook LM Clone Reproduce NoteBook LM’s main capabilities.
36 Industry-Specific Tools Cross-Border E-Commerce Product Migration User provides Taobao/1688 product link; the Agent scrapes images, title, description, specs, translates into multiple languages, and publishes to target cross-border e-commerce platforms.
37 Industry-Specific Tools Luxury Goods Authentication Authenticator condenses their method into a workflow; users interact with the Agent to authenticate luxury items.
38 Industry-Specific Tools Public Speaking Coach Coach condenses training methods into a workflow; users interact with the Agent to receive full training sessions.
39 Industry-Specific Tools English Language Coach English teacher condenses learning methods into a workflow; users interact with the Agent to train and learn.
40 Industry-Specific Tools Sales Trainer Experienced salesperson condenses training methods into a workflow; new salespeople interact with the Agent to receive training sessions.
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推荐的 agent 方向：

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Count me in!

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I am interested in 15. i already built something using N8n and but facing version issues. would love to try out the agent builder

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i am intrested