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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.

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

86%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.

The body is a tight, command-first reference with copy-paste-ready mcporter examples and a clearly sequenced coordinator workflow. Its only real gaps are small padding and the absence of error-recovery guidance in the workflow (e.g., if the new server fails to appear).

DimensionReasoningScore

Conciseness

The body is almost entirely operational (commands, paths, config locations, error handling) with no explanations of concepts Claude already knows. Minor instances of padding ('read carefully to understand each tool', 'so you have a permanent reference') keep it just below the lean level-5 anchor.

4 / 5

Actionability

Fully executable, copy-paste-ready commands cover the common cases: `mcporter list <server-name> --schema`, key=value call syntax, the `--args` JSON variant for complex arguments, plus install and config-missing fallbacks. The skill-generation step gives a concrete template for the SKILL.md to write.

5 / 5

Workflow Clarity

The coordinator-notification workflow has a clear 4-step sequence with a verification checkpoint ('Verify the new server appears') and a final confirmation step. It lacks error-recovery feedback loops (e.g., what to do if the new server does not appear after pulling config), so it matches 'clear sequence, minor validation gaps' rather than the level-5 anchor.

4 / 5

Progressive Disclosure

A single-file skill with no bundle files and no external-reference needs; the sections (Commands, notification workflow, Important Notes) are well-organized and easy to navigate, with nothing inlined that belongs in a separate file. Per the simple-skill guidance this warrants a 5.

5 / 5

Total

18

/

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 description: it names concrete capabilities via the mcporter CLI and gives an explicit 'Use when...' clause with a specific coordinator-notification trigger. The main weaknesses are a slightly broad 'external APIs' trigger and a few missing natural synonyms.

DimensionReasoningScore

Specificity

Lists several concrete actions — 'Discover and call MCP Server tools via the mcporter CLI' and 'generating skill documentation for new MCP servers' — with a named tool. Minor gaps in coverage (listing servers, viewing schemas) keep it below the comprehensive level-5 anchor.

4 / 5

Completeness

Explicitly answers both what ('Discover and call MCP Server tools via the mcporter CLI... generating skill documentation') and when ('Use when your coordinator notifies you about new MCP tools, or when you need to call external APIs') with concrete trigger phrases. Not the level-4 anchor because the 'when' is explicit and specific rather than vague or implied.

5 / 5

Trigger Term Quality

Good natural keyword coverage: 'MCP tools', 'MCP Server', 'mcporter', 'coordinator notifies you'. A few natural terms are missing (e.g., 'Model Context Protocol', 'tool call'), so it fits 'good coverage, a few natural terms missing' rather than the comprehensive anchor.

4 / 5

Distinctiveness Conflict Risk

Clear niche (mcporter CLI, MCP servers, coordinator-driven setup) with distinct triggers, but 'when you need to call external APIs' is a broad catch-all with minor overlap risk against generic 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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

agentscope-ai/AgentTeams

Path

manager/agent/openhuman-worker-agent/skills/mcporter/SKILL.md

Reviewed

Table of Contents

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