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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

83%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

82%Weight 40%Scale 1-5

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

A well-organized, actionable skill body that gives Claude exactly the commands and workflow it needs without padding. The main improvement would be adding a lightweight verification step to the skill-generation workflow so Claude confirms the generated SKILL.md matches the discovered schemas.

Suggestions

Add an explicit validation checkpoint to Step 3 (e.g., 'Verify each tool section's parameters match the schema from Step 2 before confirming to the coordinator') to close the workflow's verification gap.

Consider moving the full example SKILL.md template into a bundled reference file so the main body stays a lean overview, which would also let progressive disclosure score higher.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — concrete commands, a short workflow, and targeted notes — with only minor trimmable detail (the inline example SKILL.md block and Step 3 instructions run slightly long).

4 / 5

Actionability

Provides fully copy-paste-ready commands ('mcporter list', 'mcporter call <server>.<tool> key=value', the '--args' JSON form) plus a concrete filesync JSON payload and a modeled example skill, covering the common cases.

5 / 5

Workflow Clarity

The new-MCP-server workflow is clearly sequenced across four labeled steps with a coordinator-confirmation checkpoint; it lacks an explicit validation/verification step for the generated skill, but the task is creation rather than destructive/batch work so the hard cap does not apply.

4 / 5

Progressive Disclosure

No bundle files are present and none are needed; the single self-contained file is well-organized into Commands, Coordinator-notification workflow, and Important Notes sections, with only minor organization gaps in the longer Step 3 block.

4 / 5

Total

17

/

20

Passed

Description

83%Weight 40%Scale 1-5

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, well-structured description that clearly states capabilities and explicit triggers, with a distinct mcporter/MCP niche. The only soft spot is the somewhat generic 'call external APIs' trigger, which slightly dilutes distinctiveness and trigger coverage.

Suggestions

Tighten the 'need to call external APIs' trigger to be MCP-specific (e.g., 'Use when you need to call an MCP Server tool') to reduce overlap with generic API skills.

Consider adding a common synonym or file/keyword (e.g., 'MCP tools' or 'tool schemas') to broaden natural trigger coverage.

DimensionReasoningScore

Specificity

Names the domain (MCP Server tools via mcporter CLI) and several concrete actions — 'Discover and call', 'generating skill documentation for new MCP servers' — with only minor coverage gaps (the 'call external APIs' phrasing is generic).

4 / 5

Completeness

Explicitly answers both 'what' (discover/call MCP tools via mcporter; generate skill docs) and 'when' (coordinator notifies about new MCP tools, or need to call external APIs) with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

Includes natural trigger phrases ('Use when your coordinator notifies you about new MCP tools, or when you need to call external APIs') that a user would plausibly say, though synonym coverage is limited and the terms skew technical.

4 / 5

Distinctiveness Conflict Risk

The mcporter-CLI / MCP-server framing is a clear niche with distinct triggers, but the broad 'when you need to call external APIs' clause introduces minor overlap risk with general API-calling skills.

4 / 5

Total

17

/

20

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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