marmotdata/marmot

• highabout#1

  Update 'about' description to explicitly state 'data catalog'

  原因：

  当前

  The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

  复制粘贴的修复

  复制

  Marmot: An open-source data catalog and context layer for AI agents. Catalog tables, topics, queues, and APIs to expose real metadata to your AI.

  待办完成忽略
• highreadme#2

  Add a dedicated comparison section to the README

  原因：

  复制粘贴的修复

  复制

  ## Why Marmot?
  Unlike traditional data catalogs (e.g., OpenMetadata, Amundsen, DataHub) that often require extensive infrastructure and complex configuration, Marmot is designed for simplicity and speed. It ships as a **single binary** with an intuitive UI, making it easy to deploy and start cataloging in minutes. Marmot also uniquely focuses on being an **AI-ready context layer**, exposing real metadata to your AI agents through MCP, its API, and UI, a feature often missing or complex in other solutions.

  待办完成忽略
• mediumtopics#3

  Add AI-specific topics to improve query matching

  原因：

  当前

  bigdata, data-catalog, data-collaboration, data-discovery, data-exploration, data-governance, data-lineage, data-observability, datacatalog, datadiscovery, dataengineering, lineage, mcp, mcp-server, metadata

  复制粘贴的修复

  复制

  bigdata, data-catalog, data-collaboration, data-discovery, data-exploration, data-governance, data-lineage, data-observability, datacatalog, datadiscovery, dataengineering, lineage, mcp, mcp-server, metadata, ai-agents, llm-tools

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  What's an open-source data catalog for AI agents that's easy to deploy?

  你：未被推荐
  AI 推荐顺序：

  1. Amundsen
  2. DataHub
  3. OpenMetadata
  4. Apache Atlas
  5. CKAN

  AI 推荐了 5 个替代方案，却始终没点名 marmotdata/marmot。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Tool to catalog data assets, manage metadata, and visualize data lineage for team collaboration?

  你：未被推荐
  AI 推荐顺序：

  1. Atlan
  2. Collibra Data Governance Center
  3. Alation Data Catalog
  4. Microsoft Purview
  5. Data.world
  6. OpenMetadata
  7. Informatica Enterprise Data Catalog

  AI 推荐了 7 个替代方案，却始终没点名 marmotdata/marmot。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of marmotdata/marmot?

  pass
  ✓AI 明确点名了 marmotdata/marmot

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts marmotdata/marmot in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 marmotdata/marmot

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo marmotdata/marmot solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 marmotdata/marmot

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？