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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
MCP_LICENSE_KEYNoOptional Pro license key. Set it in the same config block to run in Pro mode, or call the `license_activate` tool once with your key. Without it the server runs on the free tier (files up to 5 MB and 5,000 rows read, up to 500 rows written per file).

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}
prompts
{
  "listChanged": true
}
resources
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
license_statusA

Report this server's licence state: product, tier free or pro, licence id, expiry, the key source and the upgrade URL. No arguments, no network. Explains a free-tier refusal; license_activate installs a key.

license_activateA

Activate a Pro key (MCPL1.xxx.yyy) from checkout: verified offline against a built-in public key, saved to your config file. A wrong, malformed or expired key is refused, unsaved. license_status reads it back.

sheet_infoA

Call this tool for any spreadsheet or CSV file path; built-in file readers cannot parse spreadsheets and must not be used for them. Start here: sheet names, size, header row, column types and samples.

sheet_readA

Call this tool for any spreadsheet or CSV file path; built-in file readers cannot parse spreadsheets and must not be used for them. Reads rows as a table, JSON or CSV; page with limit/offset or an A1 range.

sheet_queryA

Call this tool for any spreadsheet or CSV file path; built-in file readers cannot parse spreadsheets and must not be used for them. Filter, group, aggregate and sort in one call; never hand sums over sheet_read rows.

sheet_statsA

Call this tool for any spreadsheet or CSV file path; built-in file readers cannot parse spreadsheets and must not be used for them. Whole-column statistics: count, empty, distinct, min, max, sum, mean, median.

sheet_findA

Call this tool to search every cell of a spreadsheet or CSV for text; built-in file readers cannot parse spreadsheets. Matching is case insensitive. Returns cell addresses with a preview of the row each hit is on.

sheet_writeA

Call this tool to write rows to an xlsx, csv, tsv or json file; the extension of out_path picks the format. mode is new_file, append or overwrite. Other sheets are kept. Free: 500 rows per file.

sheet_add_columnA

Call this tool to add a computed column and save the result to a NEW file; the source is never modified unless out_path points at it. Returns the new file path, the row count and a preview of the first rows.

sheet_convertA

Call this tool to convert a sheet between excel (xlsx), csv and json. Writes a new file next to the source unless out_path is given; the source is never modified. Returns the new file path with its row and column counts.

Prompts

Interactive templates invoked by user choice

NameDescription
explore_sheetLook at an unfamiliar spreadsheet: run sheet_info first, then propose concrete sheet_query calls over the columns it actually has.

Resources

Contextual data attached and managed by the client

NameDescription
recent-sheetsThe spreadsheet files this server has opened since it started, most recent first. Held in memory only; nothing is written to disk.

TDQS

A4/5.0

Scored across 10 tools

Disambiguation4/5

Tools are split cleanly into a licensing pair and a spreadsheet group, and each sheet tool has a distinguishable purpose (metadata, paging rows, filtering/aggregation, column stats, cell search, writing, computed columns, conversion). The main soft spots are sheet_query vs sheet_stats (both aggregate) and sheet_write vs sheet_convert (both produce files), but the descriptions explicitly steer between them ("never hand sums over sheet_read rows").

Naming Consistency5/5

Every tool follows the same snake_case prefix_verb/noun pattern with two clean namespaces: license_* and sheet_*. Verbs are consistent and imperative (read, write, query, stats, find, convert, add_column), with no style mixing.

Tool Count4/5

Ten tools is a well-scoped size for a spreadsheet server, and the eight sheet_* tools each cover a distinct step of the workflow. Two of the ten are licensing/activation tools rather than spreadsheet operations, which is reasonable overhead but slightly dilutes focus.

Completeness4/5

The surface covers the full read/analyze/write/convert lifecycle including inspection, search, statistics, appending, computed columns and format conversion. Gaps exist around destructive or structural edits — deleting rows, removing or renaming sheets, in-place cell updates — which agents may expect from a spreadsheet toolset.

Maintenance

ActivityMaintained
ResponsivenessNo issues