Llama.cpp Adds Full MCP Support for Agentic Workflows
July 25, 2026
Llama.cpp now integrates the Model Context Protocol (MCP), enabling full support for stdio and HTTP servers. Users can configure MCP servers via JSON or command-line arguments to transform the WebUI into an agentic chat interface, such as a local coder using the Serena server.
HOW THIS AFFECTS YOU
●
builderYou can now build local, agentic workflows using any MCP-compliant tool directly within llama.cpp.