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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.

68

Quality

81%

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.

The skill body is concise, highly actionable, and well-organized, with concrete commands and a usable template; its main gap is the absence of explicit error-recovery feedback loops in the discovery workflow.

Suggestions

Add an explicit validation/feedback checkpoint to the new-server workflow, e.g., after 'mcporter list' verify the server appears and if missing, re-run 'agentteams-sync' before proceeding.

Include a brief error-recovery note for tool calls (e.g., what to do on a 403 or connection failure) to give the workflow a fix-retry loop.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence, providing concrete commands and a compact template without explaining concepts Claude already knows (MCP, CLI, JSON, jq, Bearer auth).

3 / 3

Actionability

It gives fully executable commands ('mcporter list', 'mcporter call <server>.<tool> key=value', 'agentteams-sync', 'mkdir -p ~/skills/...') plus a copy-paste-ready example SKILL.md template.

3 / 3

Workflow Clarity

The four-step new-server workflow is clearly sequenced with a 'Verify the new server appears' checkpoint, but it lacks the validate-then-fix-retry feedback loops the score-3 anchor requires.

2 / 3

Progressive Disclosure

Content is organized into clear sections (Commands, coordinator workflow, Important Notes), self-contained with no nested or multi-level references, and no bundle files are needed for this scope.

3 / 3

Total

11

/

12

Passed

Description

75%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 clearly conveys both purpose and trigger conditions with concrete actions and a distinct niche, though its second-person voice and specialized vocabulary slightly weaken specificity and trigger-term quality.

Suggestions

Rewrite the trigger clause in third person / gerund form (e.g., 'Use when working with MCP Server tools or calling external APIs') to avoid the second-person specificity penalty.

Broaden natural trigger terms by adding everyday variations users might say (e.g., 'MCP tools', 'call an external API', 'integrate a new MCP server') alongside the existing technical phrasing.

DimensionReasoningScore

Specificity

Names several concrete actions ('Discover and call MCP Server tools', 'generating skill documentation'), which would rate 3, but the trigger clause uses second person ('Use when your coordinator notifies you', 'when you need to call'), which per the guidelines reduces specificity by 1.

2 / 3

Completeness

It explicitly states what the skill does and includes an explicit 'Use when your coordinator notifies you about new MCP tools, or when you need to call external APIs' trigger clause, satisfying both what and when.

3 / 3

Trigger Term Quality

Relevant keywords are present ('MCP Server tools', 'mcporter CLI', 'external APIs') but they are specialized and somewhat repetitive, lacking the common natural variations a score-3 anchor expects.

2 / 3

Distinctiveness Conflict Risk

It targets a clear niche (calling MCP tools via mcporter plus generating skills for new MCP servers) with distinct triggers, making conflict with other skills unlikely.

3 / 3

Total

10

/

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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