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Search Projects

search_projects
Read-only

Use this when an agent needs to search Raintree Technology's open-source tools and related founder products.

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

C2.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered structurally. The description adds nothing behavioral beyond that — no mention of result limits, pagination, or the closed-world scope that would help an agent predict what comes back.

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

Conciseness4/5

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

A single front-loaded sentence with no filler, so nothing is wasted. It is efficient but so thin that the brevity borders on under-specification rather than tight communication.

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

Completeness3/5

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

An output schema exists and annotations cover the safety profile, so return values and side-effects need not be restated. What is missing is the routing information — when to pick this over the many sibling search/list tools — which leaves the definition minimally adequate.

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% and the single required query parameter is fully documented in the schema (case-insensitive, 1-200 chars). The description adds no syntax, format, or matching-behavior detail, so baseline 3 is appropriate.

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 gives a specific verb (search) and resource (Raintree Technology's open-source tools and related founder products), which is clearer than the bare name. However, it does not distinguish this search tool from sibling listers like list_open_source_projects or list_products, leaving the boundary somewhat implicit.

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

Usage Guidelines2/5

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

"Use this when an agent needs to search..." simply restates the tool's own function rather than giving real usage criteria. It offers no when-not guidance and never names or contrasts the sibling tools (list_open_source_projects, list_products, search_research) that an agent must choose between.

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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