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janakir2006

NitroStack Calculator MCP Server

by janakir2006

validate_startup_idea

Validate a startup idea by estimating difficulty, competitors, monetization, risks, implementation steps, and patent-search direction.

Instructions

Validate a startup or hackathon idea by estimating difficulty, competitors, APIs, monetization, risks, implementation steps, and patent-search direction

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
ideaYesStartup or hackathon idea to validate
regionNoTarget region or marketGlobal
team_sizeNoNumber of people in the team
budget_levelNoAvailable budget levellow
target_usersNoWho will use this product
time_limit_daysNoAvailable time to build the MVP or hackathon prototype
Behavior2/5

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

No annotations are provided, so the description bears full responsibility. It describes what the tool estimates but does not disclose behavioral traits such as whether it makes external API calls, requires authentication, or is read-only. The description lacks depth about side effects or limitations.

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?

The description is a single sentence that front-loads the core purpose and lists the estimation aspects concisely. It is efficient but could benefit from slight restructuring or bullet points for clarity.

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's complexity (6 parameters, no output schema), the description does not specify the return value or format. It only lists input aspects, leaving the agent to guess the output structure, which is a significant gap.

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 coverage is 100%, so each parameter is described. The tool description adds overarching context about the estimation dimensions, but it does not provide new semantic detail for individual parameters beyond what the schema already offers.

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 it validates a startup or hackathon idea by estimating multiple aspects (difficulty, competitors, APIs, monetization, risks, steps, patent search). This distinguishes it from sibling tools like estimate_build_difficulty (focuses only on difficulty) and generate_pitch_summary (focuses only on pitch summary).

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 implies the tool is comprehensive by listing many estimation aspects, but it does not explicitly state when to use this tool versus its siblings. However, the context is clear enough for an agent to infer usage for full validation rather than single-aspect tasks.

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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