KnowledgeMCP – Turn any docs into an MCP endpoint (0 LLM at query time)

KnowledgeMCP transforms static documentation into a live MCP (Model Context Protocol) endpoint, enabling AI agents to query your docs directly without any LLM inference at query time. It’s built for developers and teams who want to give LLMs structured, real-time access to their knowledge bases while avoiding the latency and cost of running a model for every request. This approach is interesting because it decouples knowledge retrieval from generation, making AI integrations faster, cheaper, and more predictable.