Semantix-verify

Item: Semantix-verify
Rating: 43
Author: M8ven

Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It exposes a single tool, verify_text_intent(text, intent_description, threshold), which uses a local quantized NLI cross-encoder (INT8 ONNX) to return a 0.0–1.0 probability that the text satisfies the given intent — and, when it doesn't, a structured correction prompt for agent retry loops. Useful for building com

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

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commit: 83b62d168d0f9e0881e98139c36d52b8e3d84d12

code hash: 7373da069196e2854e9b351f32a894e5b40a8e6384377c0e6f28d74295874adb

verified: 6/11/2026, 11:18:56 AM

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