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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.

75

Quality

92%

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

A well-crafted, token-efficient skill body: concrete executable commands, a clearly sequenced low-risk workflow with a verification checkpoint, and clean single-file organization. No bundle files are present or needed.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it never explains what MCP or a CLI is — and every line (commands, notes, workflow) earns its place, matching the lean-and-efficient anchor.

3 / 3

Actionability

It gives fully executable, copy-paste-ready commands (mcporter list/call with both key=value and --args JSON syntax), an install command, and exact mkdir/write paths, matching the fully-executable anchor.

3 / 3

Workflow Clarity

The coordinator-notification workflow is a clearly sequenced 4-step process with an explicit validation checkpoint ("Verify the new server appears"); it is low-risk discovery/file-generation, so the absence of elaborate error-recovery loops is acceptable per the scoring notes.

3 / 3

Progressive Disclosure

It is a single well-organized file with clearly labeled sections (Commands, workflow steps, Important Notes) and no nested or external references, which scores 3 for a self-contained skill with no need for bundle files.

3 / 3

Total

12

/

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, and distinctive description that clearly states capabilities and triggers. Its only weakness is trigger-term breadth: the activation phrasing is tied to an internal coordinator workflow rather than a wide spread of natural user terms.

Suggestions

Broaden the trigger clause with more natural variations a user might say, e.g. "Use when calling MCP tools or external APIs, integrating an MCP server, or after your coordinator configures new tools."

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "Discover and call MCP Server tools", "generating skill documentation for new MCP servers" — rather than vague language, matching the multiple-specific-actions anchor.

3 / 3

Completeness

It explicitly answers both what (discover/call MCP tools via mcporter, generate skill docs) and when ("Use when your coordinator notifies you about new MCP tools, or when you need to call external APIs"), satisfying the explicit-trigger anchor.

3 / 3

Trigger Term Quality

It includes relevant keywords ("MCP tools", "external APIs") but the trigger is system-specific ("your coordinator notifies you about new MCP tools") and lacks common natural-language variations, so it sits at the some-keywords-but-not-comprehensive anchor rather than full coverage.

2 / 3

Distinctiveness Conflict Risk

The mcporter CLI + MCP Server + coordinator-notification niche is distinct and unlikely to trigger for unrelated skills, matching the clear-niche anchor.

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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