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Complexity-ML

Complexity Source MCP

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Search allowed local sources

search_local_sources
Read-onlyIdempotent

Search filenames and UTF-8 file contents within defined source directories, excluding build outputs and dependencies.

Instructions

Searches filenames and bounded UTF-8 files inside SOURCE_ROOTS. Build outputs, dependency folders, and Git metadata are skipped.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
rootNo
queryYes
maxFilesNo
maxResultsNo
Behavior4/5

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

Annotations already indicate readOnlyHint=true, destructiveHint=false, and idempotentHint=true. The description adds value by disclosing that build outputs, dependency folders, and Git metadata are skipped, which is important behavioral context beyond the annotations. No contradictions.

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 a single sentence that front-loads the purpose and then provides key exclusions. Every word is relevant and there is no fluff. It is appropriately sized for the tool's simplicity.

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

Completeness2/5

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

Given the tool has 4 parameters and no output schema, the description should provide more complete context. It does not mention return format, pagination, ordering, or how to use parameters effectively. The exclusions are useful but insufficient for a search tool that benefits from clarity on result structure.

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

Parameters2/5

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

Schema description coverage is 0%, so the description should compensate. It does not explain any of the four parameters (root, query, maxFiles, maxResults). The parameter names are self-explanatory, but the description adds no additional meaning about format, behavior, or constraints, leaving the agent to rely solely on schema names.

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 clearly states the tool searches filenames and bounded UTF-8 files inside SOURCE_ROOTS. This distinguishes it from siblings like read_local_source (reads a specific file) and search_fantasy_catalog (searches fantasy entities). The verb 'searches' and resource 'local sources' are specific.

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 usage for local file search by specifying what is skipped (build outputs, dependency folders, Git metadata). However, it does not explicitly state when to use this tool over alternatives like read_local_source or search_fantasy_catalog, nor does it provide 'when not to use' or prerequisites.

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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