Liverpool Digital Commons
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https://lcrdigitalcommons.com/https://lcrdigitalcommons.com/mcpLast probed Oct 15, 2026 · lcrdigitalcommons.com
5tools discovered
Run Python
Run Python code in a subprocess and return a structured result suitable for chat UIs.
Get Resource Content
Retrieve the content of any resource (CSV, Excel, or PDF) by its resource ID.
Analyse Tabular Data
Perform automated analysis on CSV or Excel data to understand its structure, data types, statistical properties, missin…
Get Dataset Info
Retrieves complete metadata for a specific dataset using its ID.
Search Data
Searches datasets and resource files using keywords.
[
{
"name": "run_python",
"description": "Run Python code in a subprocess and return a structured result suitable for chat UIs.\n\nFor data analysis workflow:\n1. First use 'get_resource_content' to fetch and cache a resource.\n2. Then use 'analyse_tabular_data' to understand its structure.\n3. Finally, use this tool for custom analysis and visualization.\n\nReturns a dict with:\n- stdout: text captured from standard output\n- stderr: text captured from standard error\n- exit_code: integer process return code\n- plots: list of plot descriptors. Ea"
},
{
"name": "get_resource_content",
"description": "Retrieve the content of any resource (CSV, Excel, or PDF) by its resource ID. For tabular data (CSV/Excel), returns the raw text content that can be analyzed, limited to the first 25 rows. For PDFs, returns extracted text. resoucre id and resource format must be provided. Always use this before attempting analysis to understand the data structure."
},
{
"name": "analyse_tabular_data",
"description": "Perform automated analysis on CSV or Excel data to understand its structure, data types, statistical properties, missing values, and potential issues. Returns column names, data types, basic statistics, row count, and data quality indicators. Use this after retrieving content to understand the data before writing custom analysis code."
},
{
"name": "get_dataset_info",
"description": "Retrieves complete metadata for a specific dataset using its ID. Use this after search_datasets to see all the files within a dataset, or after search_resources (using the package_id) to get more context about a specific file. It provides the list of all available resources (files) with their resource IDs and formats, which are required to access their content."
},
{
"name": "search_data",
"description": "Searches datasets and resource files using keywords. Returns a list of datasets with their names, descriptions, and dataset IDs, and a list of resources with their names, formats, URLs, resource IDs, and dataset IDs."
}
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Directory coverage for brandsLiverpool Digital Commons is an MCP server at lcrdigitalcommons.com. MCPBundles discovered 5 tools on the live endpoint.
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