SLayer
a semantic layer maintained by your agent. An embeddable, expressive semantic layer for AI agents and humans. If you want to connect your agent to a database (say, to build a data analyst chatbot or any kind of agentic app) today you have 2 options: an SQL MCP server or a semantic layer.
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A "Codebase" as an MCP Server
github.comSemantic DataFrames for humans and agents
BetterDB
github.comMIT Valkey-native context layer for AI agents
Colin
github.coma context engine for keeping agent skills fresh
MCP Memory
github.comFast Agent Memory Using Google's OKF and SQLite FTS5
Mwe-MCP
github.comself-hosted memory for AI agents that knows who may know what