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mcporter

Call MCP Server tools directly via the mcporter CLI. Use when you need to interact with external APIs (GitHub, weather, etc.) without delegating to a Worker — useful for quick lookups or when you need a result to make a decision.

76

Quality

95%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

100%Weight 40%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is tight, fully actionable, and well-organized: executable commands, a clear discovery sequence, and clean sectioning without unnecessary explanation or nested references. It is a model concise single-purpose skill body.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence, with direct commands and inline comments rather than explaining what MCP or a CLI is; the few contextual asides (the default-config note) earn their place and do not pad the skill.

3 / 3

Actionability

It provides four concrete, copy-paste-ready commands covering both key=value and JSON argument syntaxes with real examples, fully matching the executable-and-specific level-3 anchor.

3 / 3

Workflow Clarity

The Discovery Workflow is an explicit, unambiguous three-step sequence (list -> list --schema -> call); since this is a non-destructive lookup CLI, the missing validation/feedback cap does not apply and the single-purpose clarity earns a 3.

3 / 3

Progressive Disclosure

This is a single-file, under-50-line skill with no external bundle directories (references/scripts/assets absent), and its content is cleanly organized into Commands, Discovery Workflow, and When to Use sections, satisfying the simple-skill exception for a level-3 score.

3 / 3

Total

12

/

12

Passed

Description

90%Weight 40%Scale 1-3

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is well-crafted: it pairs a concrete capability statement with an explicit "Use when..." trigger clause and a sharp contrast against the Worker path for distinctiveness. Its only weakness is specificity, since it centers on a single main action rather than enumerating multiple distinct capabilities.

DimensionReasoningScore

Specificity

It names a concrete domain and action ("Call MCP Server tools directly via the mcporter CLI") plus usage variants, but describes essentially one capability rather than listing multiple distinct concrete actions, so it stops short of the comprehensive level-3 example.

2 / 3

Completeness

It clearly answers both "what" (calling MCP tools via the mcporter CLI) and "when" with an explicit "Use when..." clause and concrete scenarios, matching the level-3 what-plus-when anchor.

3 / 3

Trigger Term Quality

The explicit "Use when..." clause covers several natural trigger phrases ("interact with external APIs," "GitHub," "quick lookups," "make a decision") that a user would naturally say, giving good coverage despite the technical MCP framing.

3 / 3

Distinctiveness Conflict Risk

The explicit contrast ("without delegating to a Worker") carves out a clear niche distinct from the Worker-delegation path, making it unlikely to trigger for the wrong skill.

3 / 3

Total

11

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
agentscope-ai/AgentTeams
Reviewed

Table of Contents

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