Semantix-verify
Rank #4,679glama/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 #4,679 of 132,046 servers tracked on MCP Toplist, and its repository has 5 GitHub stars. Semantix-verify is listed on Glama, with 11 release tags tracked from its GitHub repository. It was first listed on Apr 6, 2026 and most recently updated on Sep 16, 2026.
Ranks ahead of 127,367 of 132,046 servers on MCP Toplist.
Use Semantix-verify
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Flabrat-akhona%2Fsemantix-ai)<a href="https://mcptoplist.com/server/glama%2Flabrat-akhona%2Fsemantix-ai"><img src="https://mcptoplist.com/badge/glama%2Flabrat-akhona%2Fsemantix-ai.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
labrat-akhona
GitHub releases (11)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.3.3 | Sep 16, 2026 |
| v0.3.2 | Jul 20, 2026 |
| v0.3.1 | Jul 17, 2026 |
| v0.3.0 | Jul 16, 2026 |
| v0.2.3 | Jul 15, 2026 |
| v0.2.2 | Jul 15, 2026 |
| v0.2.0 | Apr 22, 2026 |
| v0.1.8 | Apr 10, 2026 |
| v0.1.7 | Apr 10, 2026 |
| v0.1.6 | Apr 10, 2026 |
| v0.1.5 | Apr 6, 2026 |
Frequently asked questions
- Who maintains Semantix-verify?
- Semantix-verify is maintained by labrat-akhona, which publishes 1 MCP server (11 total versions) tracked on MCP Toplist.
- Is Semantix-verify listed on the Official MCP Registry?
- Semantix-verify is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Semantix-verify have?
- No registry surfaces explicit version metadata for Semantix-verify; MCP Toplist tracks 11 release tags from its GitHub repository, most recently published on Sep 16, 2026.
- 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.
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