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Search Projects

search_projects
Read-only

Use this when an agent needs to search Raintree Technology's public product and open-source portfolio.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesCase-insensitive public search query

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds context by labeling the search scope as 'public', but it does not disclose additional behaviors such as matching semantics, result limits, or sorting. With annotations present, a 3 is appropriate.

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, front-loaded sentence that directly states when to use the tool. It contains no filler or redundant information, making it highly efficient.

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?

For a simple tool with one well-documented parameter, an output schema, and clear read-only annotations, the description covers the necessary invocation context. It could mention what kind of results are returned, but the output schema already covers return structure, so completeness is strong.

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

Parameters3/5

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

Schema description coverage is 100% for the single query parameter, which is fully documented as a case-insensitive public search query. The description adds minimal semantic value beyond the schema, meeting the baseline for high coverage.

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

Purpose4/5

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

The description clearly states the tool is for searching Raintree Technology's public product and open-source portfolio, giving a specific resource and action. It implicitly distinguishes itself from search_writing (which searches writing) and from list tools, though it does not explicitly name a sibling.

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

Usage Guidelines4/5

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

The description explicitly begins with 'Use this when an agent needs to search...' which gives clear context for invocation. It does not provide when-not-to-use guidance or mention alternative siblings like list_open_source_projects or list_products, so it stops short of a 5.

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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