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Overview
SLayer is the open-source semantic layer for AI agents: one governed definition of every metric, queried from any agent. Same query, same answer, every time.
News
When the Database Gets Big, the Semantic Layer Earns Its Keep
We ran identical agents on 265 production-scale LiveSQLBench-Large tasks, one writing raw SQL, one querying through SLayer. The semantic layer passed 34% more.
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Report
User-facing MCP: governed, read-only access for your customers' agents
How Motley exposes your product's data to your customers' AI agents: models and row-level security decide what they see, your own IdP decides who they are.
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Report
What Is an Analytics MCP Server? A Practical Guide for SaaS Product Teams
An analytics MCP server lets your customers' AI agents query your product's data through MCP: governed, permission-scoped answers instead of raw table access.
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Report
The Customer-Facing MCP Server: The Next Thing SaaS Products Will Embed
Embedded analytics shipped dashboards to humans. The next thing SaaS products embed is a governed MCP endpoint their customers' agents can query.
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Report
MCP Analytics vs Embedded Analytics: Which Does Your Product Actually Need?
Embedded analytics ships dashboards to humans; MCP analytics ships governed data to agents. How to tell which your SaaS product needs, and when it's both.
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