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
Partial audit · 2/5 dimensions · Audit v1-github · today · imported from glama ai
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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
Yes, Semantix-verify is completely free to use with no usage limits on the free tier.
Semantix-verify is listed under the AI & Machine Learning category in the AgentForge MCP registry.
Semantix-verify has a current uptime of 99.9% with an average response time of 0ms.
To connect Semantix-verify, click the "Connect Agent" button on this page to get the configuration snippet. Add it to your MCP client (Claude Desktop, Cursor, or any MCP-compatible tool). Your AI agent will then have access to all of Semantix-verify's tools via the Model Context Protocol.