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Get a project's recipes

get_project
Read-onlyIdempotent

Get how UGT runs one GitHub project, by owner/repo or its link: the recipes people have shared for it, each verified for one job. Every GitHub project works with UGT, so the result always says what to do next.

Input Schema

NameRequiredDescriptionDefault
projectYesThe GitHub project as owner/repo, such as openai/whisper, or its GitHub link.

Output Schema

NameRequiredDescriptionDefault
nextYesWhat the user can do next.
projectYesThe project, owner/repo.
recipesYes
page_urlYesThe project's page on usegeekthing.com.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world, so safety is covered. The description adds that recipes are 'verified for one job' and that the result 'always says what to do next', which hints at the payload's nature. It stops short of detailing what the response contains or how a project with no recipes behaves.

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

Conciseness3/5

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

Two sentences, front-loaded with the action, which is good. However, 'Get how UGT runs one GitHub project' is jargon-heavy and the closing clause about every project working with UGT reads as promotional padding rather than actionable information.

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?

An output schema exists, so return values need not be explained, and the tool is a simple single-parameter read. The description covers the essential shape of the call and result. Minor gap: the undefined acronym 'UGT' assumes prior context.

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 parameter, so the schema already documents the owner/repo or link format. The description restates that same format ('by owner/repo or its link') without adding validation rules, normalization behavior, or edge-case handling. Baseline 3 applies.

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?

States a specific verb and resource: get the recipes shared for one GitHub project, addressed by owner/repo or link. The phrase 'the recipes people have shared for it, each verified for one job' makes the returned content concrete. It does not explicitly contrast with siblings like get_recipe or search_recipes, but the 'one project' scope is clear.

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?

Usage is only implied: call it when you have a specific project and want its recipes. There is no explicit when-to-use versus search_recipes or get_recipe, and no stated prerequisites or exclusions. The alternative-routing work is left to the agent.

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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