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mcporter

Discover and call MCP Server tools via the mcporter CLI. Use when your coordinator notifies you about new MCP tools, or when you need to call external APIs. Includes workflow for generating skill documentation for new MCP servers.

71

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

87%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.

A concise, highly actionable skill body with executable commands and a well-organized self-contained structure. Workflow clarity is the weakest dimension because Step 1 of the onboarding workflow is a non-executable placeholder and lacks an explicit validation/retry loop.

Suggestions

Replace the Step 1 placeholder ('# Use the file-sync skill to sync') with the actual file-sync command or a concrete invocation so the workflow is end-to-end executable.

Add an explicit validation/retry checkpoint after discovery (e.g., 'If the new server does not appear in mcporter list, re-run the file-sync skill before proceeding') to create a feedback loop.

Note that the worked example SKILL.md template is sizable; if this skill grows, consider moving the example into a references/ file and linking to it from the body.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it does not explain what MCP is or how CLIs work, and every section (commands, workflow, notes) earns its place.

3 / 3

Actionability

Provides fully executable, copy-paste-ready commands for both key=value and JSON arg syntax ('mcporter list', 'mcporter call <server>.<tool> --args ...'), plus a concrete worked example SKILL.md.

3 / 3

Workflow Clarity

The four-step sequence is clearly numbered and includes one verification ('Verify the new server appears'), but Step 1 is a placeholder comment ('# Use the file-sync skill to sync') rather than an executable command and there is no error-recovery feedback loop.

2 / 3

Progressive Disclosure

No bundle files exist and none are needed; the skill is self-contained with well-organized sections (Commands, When Your Coordinator Notifies You, Important Notes) providing clear navigation.

3 / 3

Total

11

/

12

Passed

Description

85%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.

A specific, complete description with explicit what-and-when triggers and a clear niche. Trigger-term quality is the weakest dimension because the activation phrasing leans on environment-specific jargon rather than natural user language.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Discover and call MCP Server tools', 'generating skill documentation for new MCP servers' — via a named CLI, matching the 'lists multiple specific concrete actions' anchor.

3 / 3

Completeness

Explicitly answers both what ('Discover and call MCP Server tools', generate skill docs) and when ('Use when your coordinator notifies you about new MCP tools, or when you need to call external APIs').

3 / 3

Trigger Term Quality

The 'Use when your coordinator notifies you about new MCP tools' and 'need to call external APIs' triggers are environment-specific jargon rather than natural phrases a user would commonly say, and common variations are missing.

2 / 3

Distinctiveness Conflict Risk

A clear niche (the mcporter CLI for MCP tools) with distinct coordinator-notification triggers makes it unlikely to fire for unrelated skills.

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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