ProvenanceGuard

Assess

Tools

A source-aware factuality verifier for MCP-based LLM agent outputs.

Why it's here

Placed in Assess: 1 article(s) of evidence from 1 source(s), led by research-stage coverage, with 1 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.

Evidence (1)

6Hugging Face Blog·9/29/2026research
ProvenanceGuard adds source-aware verification for MCP agents
Hugging Face describes ProvenanceGuard, a verification layer for MCP-based LLM agents that checks not only whether an answer is factually supported, but whether it is supported by the specific source the answer cites or implies. The system aims to catch cross-source conflation, where a true statement is attributed to the wrong tool output or document.