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io.github.henilcalagiya/google-sheets-mcp

io-github-henilcalagiya-google-sheets-mcp declares 24 capabilities across 24 tools, with 2 critical issues.

83/100 exposureHigh exposure

Manifest recorded 2026-10-22 from tools/list answered by the PyPI package google-sheets-mcp==0.1.6 (published to PyPI as google-sheets-mcp, listed in the official MCP registry as io.github.henilcalagiya/google-sheets-mcp 0.1.6), run in an isolated container with no network access and no credentials. The date changes only when the manifest does. Not verified by a maintainer.

Note. Installed with the MCP Python SDK held below version 2.0. With the newest SDK this version of the package stopped before it could list its tools.

Issues

These describe what this server's manifest declares. A product can provide controls that MCP has no way to express — token revocation, an admin console, audit logs — and this page cannot see them. The absence of a declaration is not evidence that a control is absent.

critical · no-revocation · All 24 tools

24 of 24 tools declare no way for the customer to switch them off once granted. This applies to every tool because MCP has no field in which to declare a revocation mechanism; the product may provide one outside MCP that a manifest cannot show.

critical · irreversible-uncapped · 4 of 24 tools

4 tools are classified as irreversible and declare no limit.

high · no-expiry · All 24 tools

24 of 24 tools declare no expiry. This applies to every tool because MCP has no field in which to declare an expiry; the product may provide one outside MCP that a manifest cannot show.

high · no-audit-trail · All 24 tools

24 of 24 tools declare no record of their actions that the customer can read. This applies to every tool because MCP has no field in which to declare an audit requirement; the product may provide one outside MCP that a manifest cannot show.

high · uncapped-write · 15 of 24 tools

15 tools can modify data and declare no limit.

low · uncapped-read · 5 of 24 tools

5 tools can read data and declare no limit.

Declared capabilities

How each tool was read. declared means the server's own annotation said so — self-reported and unverified. inferred is from the tool's name. assumed means nothing indicated either way.

ToolRead asBasis
discover_spreadsheets_toolwrite assumed
update_spreadsheet_title_toolwrite inferred
create_sheets_toolwrite inferred
delete_sheets_tooldelete inferred
create_duplicate_sheet_toolwrite inferred
update_sheet_titles_toolwrite inferred
analyze_sheet_structure_toolread inferred
create_table_toolwrite inferred
delete_table_tooldelete inferred
update_table_title_toolwrite inferred
get_table_metadata_toolread inferred
add_table_column_toolwrite inferred
update_table_sorting_toolwrite inferred
delete_table_records_tooldelete inferred
update_table_cells_by_notation_toolwrite inferred
get_sheet_cells_by_notation_toolread inferred
update_table_column_name_toolwrite inferred
update_table_column_type_toolwrite inferred
get_table_data_toolread inferred
update_dropdown_options_toolwrite inferred
delete_table_column_tooldelete inferred
add_table_records_toolwrite inferred
get_sheet_cells_by_range_toolread inferred
update_table_cells_by_range_toolwrite inferred
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