Semantix-verify
Rank #10322glama/labrat-akhona/semantix-ai
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
Semantix-verify is a Model Context Protocol (MCP) server published by labrat-akhona. It ranks #10322 of 58,900 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. Semantix-verify is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Apr 22, 2026.
Ranks ahead of 48,578 of 58,900 servers on MCP Toplist.
Use Semantix-verify
Semantix-verify doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
labrat-akhona
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is Semantix-verify?
- 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
- Who maintains Semantix-verify?
- Semantix-verify is maintained by labrat-akhona, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Semantix-verify an official MCP server?
- Semantix-verify is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Semantix-verify have?
- Semantix-verify ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Semantix-verify?
- The source code for Semantix-verify is hosted at github.com/labrat-akhona/semantix-ai.