Excel Semantic Normalizer
Normalizes messy Excel spreadsheets into canonical JSON, mapping any headers to 19 standard fields.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
https://github.com/climik/excel-normalizer/releases/download/v0.5.0/excel-normalizer-0.5.0.mcpbFrequently asked questions
What is Excel Semantic Normalizer?
Normalizes messy Excel spreadsheets into canonical JSON, mapping any headers to 19 standard fields.
How do I install Excel Semantic Normalizer?
Follow the installation steps in its documentation, shown on this page and in its repository.
Does Excel Semantic Normalizer need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Who maintains Excel Semantic Normalizer?
It is published by climik. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.