--- title: MCP Server for Data Governance, Lineage & Compliance description: Decube's MCP Server connects AI coding tools like Cursor, Copilot, and Claude to governed data context including lineage, PII classification, ownership, and... canonical: https://daily.dev/posts/mcp-server-for-data-governance-lineage-compliance-hita0xqxh twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: MCP Server for Data Governance, Lineage & Compliance | daily.dev og:description: Decube's MCP Server connects AI coding tools like Cursor, Copilot, and Claude to governed data context including lineage, PII classification, ownership, and... og:url: https://daily.dev/posts/mcp-server-for-data-governance-lineage-compliance-hita0xqxh og:image: https://api.daily.dev/og/posts/HITA0xQxh.png og:image:alt: MCP Server for Data Governance, Lineage & Compliance og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # MCP Server for Data Governance, Lineage & Compliance **[Decube](https://daily.dev/sources/decuberss)** · 19 min read · 0 upvotes · 0 comments ## Summary Decube's MCP Server connects AI coding tools like Cursor, Copilot, and Claude to governed data context including lineage, PII classification, ownership, and compliance metadata. The post covers the Model Context Protocol architecture, the distinction between semantic and context layers, context engineering for agentic AI, and how data governance concepts (data catalog, data dictionary, metadata management, data observability) combine to deliver trusted, policy-compliant context to AI agents at query time. It also positions Decube against competitors like Atlan and Alation, particularly for regulated financial services environments. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Proof for Regulators. Context for AI. Now One Product.](https://daily.dev/posts/proof-for-regulators-context-for-ai-now-one-product--cdjfsplpu) · Decube · 0 upvotes · 0 comments - [MCP standardized tools. Now we need the infrastructure around them.](https://daily.dev/posts/mcp-standardized-tools-now-we-need-the-infrastructure-around-them--qv8rzplng) · Stack Overflow Blog · 0 upvotes · 0 comments - [How the Model Context Protocol Works](https://daily.dev/posts/how-the-model-context-protocol-works-785cyd4yj) · freeCodeCamp · 2 upvotes · 0 comments - [The role of MCP in context engineering](https://daily.dev/posts/the-role-of-mcp-in-context-engineering-xktcrwru5) · InfoWorld · 2 upvotes · 0 comments --- Tags: [#big-data](https://daily.dev/tags/big-data), [#data-engineering](https://daily.dev/tags/data-engineering), [#mcp](https://daily.dev/tags/mcp), [#data-observability](https://daily.dev/tags/data-observability) [View this post on daily.dev](https://daily.dev/posts/mcp-server-for-data-governance-lineage-compliance-hita0xqxh) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"MCP Server for Data Governance, Lineage & Compliance","url":"https://daily.dev/posts/mcp-server-for-data-governance-lineage-compliance-hita0xqxh","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/mcp-server-for-data-governance-lineage-compliance-hita0xqxh"},"datePublished":"2026-07-16T22:21:47.879Z","dateModified":"2026-07-17T08:20:14.089Z","description":"Decube's MCP Server connects AI coding tools like Cursor, Copilot, and Claude to governed data context including lineage, PII classification, ownership, and...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0d7b8023c00334bcbd4d278a0cfef49b?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0d7b8023c00334bcbd4d278a0cfef49b?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Decube","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Decube","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/dd1c1e4693b646ad9a094379c0f896f4","url":"https://daily.dev/sources/decuberss"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/mcp-server-for-data-governance-lineage-compliance-hita0xqxh","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"big-data,data-engineering,mcp,data-observability","timeRequired":"PT19M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Decube","item":"https://daily.dev/sources/decuberss"},{"@type":"ListItem","position":3,"name":"MCP Server for Data Governance, Lineage & Compliance"}]} ```