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
What is Semantix-Verify?
Semantix-Verify is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to 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-en...
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
This server falls under the Developer Tools category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Semantix-Verify is an MCP server for semantic validation of
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx semantix-verifyConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Semantix-Verify
What is Semantix-Verify?
Semantix-Verify is a Model Context Protocol (MCP) server that 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 It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Semantix-Verify?
Follow the installation instructions on the Semantix-Verify GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Semantix-Verify?
Semantix-Verify works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Semantix-Verify free to use?
Yes, Semantix-Verify is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.
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Set Up Semantix-Verify in Your Editor
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Add this to your claude_desktop_config.json or .cursor/mcp.json
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