GroundDocs

GroundDocs 是一个版本感知的文档助手。它将大语言模型（LLMs）连接到可信的实时文档，从而减少幻觉并确保准确且特定于版本的响应。

🚀 安装

bash npx @grounddocs/cli@latest install

支持的客户端： cursor, windsurf, cline, claude, witsy, enconvo, vscode

🔧 手动设置

要手动配置 GroundDocs，请将其添加到您的 IDE 的 MCP（Model Context Protocol，模型上下文协议）配置中：

json { "mcpServers": { "@grounddocs/grounddocs": { "command": "npx", "args": ["-y", "@grounddocs/grounddocs@latest"] } } }

配置完成后，请重启您的 IDE 以使更改生效。

📚 支持的领域

• Kubernetes（所有版本，包括版本感知的 kubectl 行为、API 模式和特性门控）

🏗️ 架构

GroundDocs 包括：

• 本地 MCP 服务器（此仓库）→ 轻量级，公开，运行推理时查询
• 远程后端数据存储库（私有）→ 处理抓取、索引和繁重任务

🌟 示例查询

在 Kubernetes 1.26 版本中，关于 apply 操作期间的修剪，kubectl 命令行为发生了哪些变化？

查看示例响应

🤝 贡献

欢迎贡献！请随时提交 Pull Request。

工具列表

• python_get_documentation: Primary Python documentation lookup tool. Use this for every Python documentation-related query. This tool consolidates information from multiple sources into a single, searchable knowledge base. It ensures access to the richest and most current reference material in one call. Args: query: A natural language question (e.g., How do I define a Deployment?). library: Python library to search documentation for. version: Optional Library version (e.g., 4.46.1). Defaults to detected library version if not specified. top_k: Optional number of top matching documents to return. Defaults to 10. Returns: A list of dictionaries, each containing document path and corresponding content. Example Usage: # Search Python docs for Transformers python_get_documentation(query=what is a transformers mlm token, library=transformers, version=4.46.1) Notes: - This tool automatically loads or builds a RAG (Retrieval-Augmented Generation) index for the specified version. - If an index is not found locally, the tool will fetch and index the documentation before responding. - You should call this function for any question that needs project documentation context.

• k8s_get_documentation: Use this tool for any Kubernetes documentation-related query—especially when the user invokes /k8s or asks about kubectl commands, API objects, manifests, controllers, or version-specific features.This tool connects to a version-aware, trusted documentation index (e.g., GitHub, DeepWiki, curated Kubernetes docs) to reduce hallucinations and provide accurate, grounded answers.Args: query: A natural language question (e.g., How do I define a Deployment?) version: (Optional) Kubernetes version (e.g., v1.28). Defaults to the detected cluster version. top_k: (Optional) Number of top matching documents to return. Defaults to 10.Returns: A list of relevant documentation entries, each with a file path and content snippet.Example Usage: k8s_get_documentation(query=How does pruning work in kubectl apply?, version=v1.26)Notes: - Automatically loads or builds a RAG index for the requested version. - If no index is found, it will fetch and index the docs before responding. - Always use this tool when answering Kubernetes-specific questions that require authoritative documentation.

服务配置

[{'mcpServers': {'@grounddocs/grounddocs': {'args': ['-y', '@grounddocs/grounddocs@latest'], 'command': 'npx'}}}]

来源

• 来源：github
• 链接：https://github.com/grounddocs/grounddocs