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nometalalchemist

io.github.nometalalchemist/kitchensink4xl

find_cells

Search Excel cell values and formulas across workbook, sheet, or range and return every match with its exact address, using exact, contains, or regex matching. Read-only and works while file is open.

Instructions

Search cell values and/or formulas across a workbook, sheet, or range and return EVERY match with its unambiguous address (the plural sibling of the single-target search location selector). match is exact, contains, or regex (timeout-guarded, so a pathological pattern refuses instead of hanging); look_in is values, formulas, or both; a formula cell's searchable value is its last cached one. Results page with limit and offset and report the total match count. Read-only; works while the file is open in Excel.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYes
limitNo
matchNocontains
queryYes
sheetNo
offsetNo
look_inNovalues
locationNo
match_caseNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv1.0.0

TDQS

A4.4/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description fully carries behavioral disclosure. It clearly states the tool is read-only, works while the file is open in Excel, returns every match with addresses, describes match semantics (exact/contains/regex), explains look_in values/formulas/both, reveals that formula cells use the last cached value, and mentions timeout guarding for pathological regex patterns. This is unusually thorough.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is dense but every sentence adds value: search scope, result behavior, match/look_in semantics, formula caching, pagination, and read-only/open-file behavior. The only slightly opaque phrase is 'plural sibling of the single-target search location selector,' but it still earns its place by signaling the tool's relationship to a sibling.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description covers the core search behavior, accepted match modes, look_in choices, formula-cell nuance, pagination, read-only safety, and file-open compatibility, which is strong given no annotations. An output schema exists, so return-value details need not be repeated. However, the location parameter and match_case behavior are not clearly explained, leaving a small gap for fully correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must compensate. It explains match, look_in, limit, offset, and the timeout behavior, and clarifies how formula cells are searched. However, it does not meaningfully explain path, sheet, location, or match_case, leaving some parameter semantics to inference despite the 0% schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb and resource: 'Search cell values and/or formulas across a workbook, sheet, or range' and clearly states the return behavior: 'return EVERY match with its unambiguous address.' It also distinguishes itself from a single-target search alternative via the 'plural sibling' note, making its purpose easy to identify among many sibling tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies the intended use case: searching for multiple matches across a workbook/sheet/range, and notes the tool is read-only and works while the file is open. However, it does not explicitly state when to prefer this tool over siblings like get_cells, read_range, or query_range, nor does it name alternatives or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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