hernaninverso/eleata-verify-mcp

What it does

eleata-verify-mcp is a Model Context Protocol (MCP) server designed to combat AI hallucinations by grounding claims in evidence. It evaluates statements and returns structured verdicts indicating whether evidence supports, refutes, or provides insufficient information about a claim, along with confidence scores and abstention flags.

How to set up

Installation is straightforward via npm using the command: npx eleata-verify-mcp. Once installed, configure it as an MCP server in your Claude or compatible AI platform settings. The tool integrates seamlessly with RAG (Retrieval-Augmented Generation) systems and agent frameworks.

Key features

• Three-tier claim verification: Supported, Refuted, or Not Enough Evidence
• Confidence scoring for each verification result
• Abstention flag for uncertain determinations
• Designed for RAG pipelines and autonomous agents
• Prevents hallucinations by grounding AI responses in evidence
• MCP server compatible with Claude and other platforms