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OpenGit

list_builders

Featured builders OpenGit highlights (for example Shaw, creator of elizaOS), the chains they build on and the repos they ship.

Input Schema

NameRequiredDescriptionDefault
ecosystemNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior2/5

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

With no annotations provided, the description carries full burden but discloses only the returned content. It does not state that the operation is read-only, whether authentication is required, or if results are paginated, leaving behavioral traits unclear.

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, front-loaded sentence that efficiently conveys the core content. The example is helpful and not excessive, though the phrasing as a sentence fragment slightly reduces crispness.

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 one optional parameter and no annotations or output schema, the description should explain the parameter's effect and basic behavior. It does neither, so an agent lacks essential information to invoke the tool correctly.

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% and the description doesn't mention the `ecosystem` parameter at all. The enum values are visible in the schema, but the description adds no meaning about what the parameter does or how it filters results.

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 states the tool surfaces featured builders, their chains, and repos, with a concrete example (Shaw, creator of elizaOS). It distinguishes the resource from siblings like repos or categories, though it lacks a clear action verb like 'list' or 'retrieve'.

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?

There is no guidance on when to use this tool versus alternatives such as search_repos or list_categories. The description only says what is returned, not the conditions that make it the right choice.

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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