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mcp-management

Manage Model Context Protocol (MCP) servers - discover, analyze, and execute tools/prompts/resources from configured MCP servers. Use when working with MCP integrations, need to discover available MCP capabilities, filter MCP tools for specific tasks, execute MCP tools programmatically, access MCP prompts/resources, or implement MCP client functionality. Supports intelligent tool selection, multi-server management, and context-efficient capability discovery.

70

Quality

86%

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SKILL.md
Quality
Evals
Security

Quality

Content

72%

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

The body is highly actionable with real, well-organized references, but loses conciseness to repeated examples and overlapping sections, and lacks explicit validation checkpoints in its execution workflow. Tightening the redundancy and adding verify-after-execute steps would lift the two score-2 dimensions.

Suggestions

Collapse the repeated Gemini CLI example into one canonical Quick Start block and have Core Capabilities, Pattern 1, and Integration Strategy reference it instead of restating it.

Merge or trim the overlapping Implementation Patterns section so it does not restate Core Capabilities and Integration Strategy; remove the MCP protocol explainer that Claude already knows.

Add an explicit validation checkpoint after tool execution (e.g., check the command's exit status / JSON result and retry or fall back on failure) to turn the execution-priority list into a true feedback loop.

DimensionReasoningScore

Conciseness

Commands are lean and executable, but the body is padded with redundancy: the Gemini CLI example is repeated in Core Capabilities, Pattern 1, Quick Start, and Integration Strategy, and Implementation Patterns substantially restate Core Capabilities and Integration Strategy. A short MCP protocol explainer ('MCP is an open protocol enabling AI agents to connect...') could also be trimmed. It is mostly efficient but could be tightened, matching the score-2 anchor rather than the lean score-3 anchor.

2 / 3

Actionability

Provides copy-paste-ready executable commands throughout ('npx tsx scripts/cli.ts list-tools', 'gemini -y -m gemini-2.5-flash -p "..."', 'ln -sf .claude/.mcp.json .gemini/settings.json') with concrete argument forms, matching the fully-executable score-3 anchor.

3 / 3

Workflow Clarity

An execution-priority sequence is present (Gemini CLI primary → Direct CLI secondary → mcp-manager fallback) with an availability check ('command -v gemini'), but there are no explicit validate→fix→retry checkpoints verifying that a tool call succeeded, so the sequence stops at the score-2 anchor with implicit rather than explicit checkpoints.

2 / 3

Progressive Disclosure

SKILL.md is an overview with clearly signaled, one-level-deep markdown links to real files (references/configuration.md, references/gemini-cli-integration.md, references/mcp-protocol.md) plus a scripts reference, with detail appropriately split out rather than inlined, matching the score-3 anchor.

3 / 3

Total

10

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12

Passed

Description

100%

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 is concrete, third-person, and explicitly pairs capabilities with a 'Use when' trigger clause, hitting the top anchor on all four dimensions. The trailing 'Supports intelligent tool selection...' sentence is mildly marketing-flavored but does not undermine the concrete actions listed earlier.

DimensionReasoningScore

Specificity

Lists multiple concrete actions ('discover, analyze, and execute tools/prompts/resources from configured MCP servers') rather than vague language, matching the score-3 anchor.

3 / 3

Completeness

Explicitly answers both what ('Manage... discover, analyze, and execute...') and when ('Use when working with MCP integrations...'), with an explicit 'Use when' trigger clause.

3 / 3

Trigger Term Quality

Covers natural terms users would say ('MCP integrations', 'discover available MCP capabilities', 'filter MCP tools', 'execute MCP tools programmatically', 'access MCP prompts/resources') in third-person voice, with no jargon-only or generic phrasing.

3 / 3

Distinctiveness Conflict Risk

Targets a clear niche (MCP server management) with distinct MCP-specific triggers, making overlap with other skills unlikely.

3 / 3

Total

12

/

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
mrgoonie/claudekit-skills
Reviewed

Table of Contents

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