Structured domain knowledge for AI agents. 42x more accurate than RAG, 11x fewer tokens.
mcp-name: io.github.Yarmoluk/ckg-mcp Compact Knowledge Graph MCP server. Pre-structured domain knowledge as a routing layer for agent stacks — 42× RDS advantage over RAG on structural queries. Built on the CKG Benchmark — 45 domains, 7,928 queries, fully reproducible results. Drop CKG into your agent stack as an MCP tool. Instead of retrieving text chunks and hoping the LLM infers structure, CKG…
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mcp-name: io.github.Yarmoluk/ckg-mcp Compact Knowledge Graph MCP server. Pre-structured domain knowledge as a routing layer for agent stacks — 42× RDS advantage over RAG on structural queries. Built on the CKG Benchmark — 45 domains, 7,928 queries, fully reproducible results. Drop CKG into your agent stack as an MCP tool. Instead of retrieving text chunks and hoping the LLM infers structure, CKG gives agents pre-compiled dependency paths, prerequisite chains, and concept relationships —…