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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

77%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 highly actionable, well-sequenced CLI skill body with concrete executable commands and a clear verification checkpoint. The main weaknesses are a sizable inline example template that could be tightened or split out, affecting both conciseness and progressive disclosure.

Suggestions

Tighten the embedded weather-operations example to a compact skeleton (frontmatter fields + a single short tool section) to reduce token weight while still modeling the pattern.

Move the full skill-generation template/example into a separate reference file (e.g., references/skill-template.md) and link to it one level deep from Step 3, improving progressive disclosure and conciseness.

DimensionReasoningScore

Conciseness

The body is mostly efficient with direct commands and no concept padding, but the full embedded weather-operations template (frontmatter, overview, command, and parameter table) could be tightened to a compact skeleton, fitting 'mostly efficient but could be tightened' rather than 'every token earns its place'.

2 / 3

Actionability

It provides fully executable, copy-paste-ready commands — 'mcporter list', 'mcporter call <server>.<tool> key=value', "--args '{...}'", 'mkdir -p', 'npm install -g mcporter', and a concrete filesync JSON block — matching the 'fully executable code/commands' anchor.

3 / 3

Workflow Clarity

The new-server workflow is a clearly sequenced Step 1–4 process with an explicit verification checkpoint ('Verify the new server appears' and 'Get full tool schemas — read carefully'), and because skill generation is neither destructive nor batch, the missing-error-recovery cap does not apply.

3 / 3

Progressive Disclosure

The skill is a well-organized single file with no nested or broken references, but the body exceeds 50 lines and embeds a sizable worked template example that could be split into a one-level-deep reference file, fitting 'content that should be separate is inline' rather than the score-3 ideal.

2 / 3

Total

10

/

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 strong, specific description that clearly states capabilities and explicit usage triggers tied to a distinct CLI niche. The only weakness is trigger phrasing that leans on an internal coordinator-notification scenario rather than broadly natural user terms.

Suggestions

Broaden the trigger terms beyond the coordinator-notification scenario to include natural user phrasing such as 'call MCP tools', 'use an MCP server', or 'invoke external tool APIs' so the skill surfaces for a wider range of natural requests.

Consider adding common variation keywords (e.g., 'MCP server', 'tool calling', 'model context protocol') to improve natural-term coverage.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — 'Discover and call MCP Server tools via the mcporter CLI' and 'generating skill documentation for new MCP servers' — tied to a named tool, matching the 'lists multiple specific concrete actions' anchor rather than the score-2 'names domain and some actions'.

3 / 3

Completeness

It explicitly answers both 'what' (discover/call tools, generate skill docs) and 'when' via an explicit 'Use when your coordinator notifies you... or when you need to call external APIs' trigger clause, matching the score-3 anchor.

3 / 3

Trigger Term Quality

It includes relevant triggers ('MCP tools', 'call external APIs') but leans on the situational 'coordinator notifies you about new MCP tools' framing, which reads as internal jargon rather than broadly natural user speech, so it falls short of 'good coverage of natural terms'.

2 / 3

Distinctiveness Conflict Risk

Tied to the specific 'mcporter CLI' and MCP Server niche with distinct triggers, making 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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