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The Water Hub: the median advertised water softener system price, read from verified brand product pages (August 2026), served as an agent-callable dataset with its source and licence on every answer.\n\n**The Water Hub** publishes **median advertised water softener system price** at **[https://thewaterhub.org/systems](https://thewaterhub.org/systems)**. This package serves that dataset to any [Model Context Protocol](https://modelcontextprotocol.io) client — Claude, or any agent — so an assistant can answer questions from it and cite the source.\n\n## Install\n\n```bash\nnpx @ellul-estate/thewaterhub-org-water-system-pricing-index-mcp\n```\n\nOr add it to an MCP client config as a stdio server running `npx @ellul-estate/thewaterhub-org-water-system-pricing-index-mcp`.\n\n## Tools\n\n| tool | what it answers |\n|---|---|\n| `dataset_columns` | the schema: columns, which are numeric, row count, provenance |\n| `dataset_search` | rows matching a text query |\n| `dataset_row` | the row(s) where a column equals a value |\n| `dataset_compare` | rows side by side, for \"X vs Y\" |\n| `dataset_stats` | count, min, max, mean, median, sum of a numeric column |\n| `dataset_top` | the highest or lowest rows by a numeric column |\n| `dataset_provenance` | the source, computed date, licence and citation |\n\nThe full dataset is also offered as a CSV **resource**.\n\n## Data & citation\n\nSource: brand's own published pages, product page. Every answer carries the dataset page and licence. The data is free to cite with a link to **[https://thewaterhub.org/systems](https://thewaterhub.org/systems)**.\n\nLicence: [https://thewaterhub.org/terms](https://thewaterhub.org/terms).\n\nPublished by The Water Hub · [https://thewaterhub.org](https://thewaterhub.org)\n","readmeFilename":"README.md","repository":{"type":"git","url":"git+https://github.com/joeetdev/venture-estate.git"},"author":{"name":"Ellul Solutions Ltd"},"bugs":{"url":"https://github.com/joeetdev/venture-estate/issues"}}