GroundDocs
A version-aware documentation assistant that connects LLMs to trusted, real-time docs to reduce hallucinations and provide accurate, version-specific responses.
GroundDocs
GroundDocs is a version-aware documentation assistant. It connects LLMs to trusted, real-time docs—reducing hallucinations and ensuring accurate, version-specific responses.
🚀 Installation
npx @grounddocs/cli@latest install <client>
Supported clients: cursor, windsurf, cline, claude, witsy, enconvo, vscode
🔧 Manual Setup
To manually configure GroundDocs, add it to your IDE's MCP (Model Context Protocol) configuration:
{
"mcpServers": {
"@grounddocs/grounddocs": {
"command": "npx",
"args": ["-y", "@grounddocs/grounddocs@latest"]
}
}
}
After configuration, restart your IDE for the changes to take effect.
📚 Supported Domain
- Kubernetes (all versions, including version-aware kubectl behavior, API schemas, and feature gates)
🏗️ Architecture
GroundDocs consists of:
- Local MCP server (this repo) → lightweight, public, runs inference-time queries
- Remote backend data repository (private) → handles scraping, indexing, and heavy lifting
🌟 Example Query
What changes were made to the kubectl command behavior in Kubernetes 1.26 regarding pruning during apply operations?
🤝 Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
İlgili Sunucular
Scout Monitoring MCP
sponsorPut performance and error data directly in the hands of your AI assistant.
Alpha Vantage MCP Server
sponsorAccess financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more
GitGuardian
Scan projects for over 500 types of secrets using GitGuardian's API to prevent credential leaks.
Specifai
Integrate and automate Specifai projects with any MCP-compatible AI tool.
Custom MCP Server
A versatile MCP server built with Next.js, providing a range of tools and utilities with Redis state management.
Interactive Feedback MCP
An MCP server for AI-assisted development tools like Cursor and Claude, supporting interactive feedback workflows with AI.
Exploit Intelligence Platform MCP Server
An MCP (Model Context Protocol) server that gives AI assistants access to the Exploit Intelligence Platform — hundreds of thousands of vulnerabilities and exploits from NVD, CISA KEV, VulnCheck KEV, InTheWild.io, ENISA EUVD, OSV.dev, EPSS, ExploitDB, Metasploit, GitHub, and more. I
SAP Documentation
Provides offline access to SAP documentation and real-time SAP Community content.
AWS CodePipeline MCP Server
Integrates with AWS CodePipeline to manage continuous integration and delivery pipelines.
SoftProbe MCP Server
An MCP server for managing API test data and resources.
Wrapping MCP server with Express
A simple example of wrapping an MCP server with Express for web integration.
Nucleus MCP
Local-first, cross-platform memory sync for AI coding tools (Cursor, Claude, Windsurf) with persistent engrams and hypervisor security.