REDDIT · REDDIT// 35d agoOPENSOURCE RELEASE

llama.cpp lands MCP-powered agentic WebUI

llama.cpp has merged a major WebUI update that adds Model Context Protocol support, tool calling, an agentic loop, prompts, resources, a server selector, and an optional backend CORS proxy for llama-server. For local AI developers, that pushes llama.cpp beyond bare inference into a more complete open-source agent runtime and interface.

// ANALYSIS

This is one of the bigger feature jumps for llama.cpp in a while: it moves the project closer to a self-contained local agent stack, not just a fast model runner.

–The merged PR adds MCP clients for tools, resources, and prompts directly in the WebUI, which makes external tool use much more practical inside local workflows
–Agentic loop support matters because it turns llama-server into something closer to an autonomous task runner instead of a simple chat endpoint
–The optional `--webui-mcp-proxy` backend proxy is important for browser-based MCP setups, though the discussion shows HTTPS/CORS configuration is still a real usability hurdle
–Because this ships inside a huge and already widely used open-source inference project, MCP support here could spread faster than in smaller niche clients

// TAGS

llama-cppopen-sourcellmagentmcpdevtool

DISCOVERED

35d ago

2026-03-07

PUBLISHED

35d ago

2026-03-07

RELEVANCE

9/ 10

AUTHOR

canard75