kapynResearch

Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents

Source-Aware Verification is a new research framework improving factual accuracy and provenance tracking for Model Context Protocol agents. The approach moves beyond basic fact-checking to ensure that LLM agents accurately attribute and verify information against underlying sources. This matters for developers building autonomous agents that need to maintain strict factual reliability in enterprise environments.

Hugging Face·Sep 29, 2026

Opening Kapyn…