mcp-test-drive | Alison's LLM Skills Marketplace | Alison's LLM Skills Marketplace

Files

SKILL.mdagentsreferences

Install

Install only this skill with npx skills

npx skills add alisonaquinas/llm-shared-skills --skill 'mcp-test-drive' -g -y

Install the containing skill bundle

/plugin install shared-skills@llm-skills

Download mcp-test-drive-skill.zip

This skill is bundled inside shared-skills. Use npx skills when you only want this skill, or install the bundle once to make every included skill available through the plugin marketplace flow. Browse the full skill bundle repository at github.com/alisonaquinas/llm-shared-skills.

Invoke

Invoke this skill after installation

/shared-skills:mcp-test-drive

SKILL.md

name: mcp-test-drive description: > Live scenario testing phase for MCP server development. Use when running end-to-end tests against a running MCP server, designing a scenario matrix covering happy path and edge cases, testing error recovery behavior, validating real tool calls through the MCP Inspector or a live client, or producing a friction report with improvement recommendations. Requires a running server and the MCP Inspector or a connected client.

MCP Test Drive

End-to-end scenario testing against a live MCP server.

Intent Router

Load reference files on demand — only when the corresponding topic is active:

references/scenario-matrix.md — Load when designing the 5–7 scenario matrix, choosing scenario buckets, or deriving scenarios from the capability inventory
references/friction-report-template.md — Load when recording outcomes and producing the final friction report

Quick Start — Inspector Setup

# TypeScript server (build first: npm run build)
npx @modelcontextprotocol/inspector node dist/index.js

# Python server
npx @modelcontextprotocol/inspector python server.py

The Inspector opens a browser UI. Use the Tools and Resources panels to execute scenarios interactively and inspect raw JSON-RPC messages.

Scenario Matrix

Design at least 5 scenarios before executing any. Load references/scenario-matrix.md for bucket definitions and derivation rules. Inline template:

#	Bucket	Job	Tool / Resource / Prompt	Live Action	Success Check
1	Happy path	Primary tool with valid input	[tool_name]	Call with [exact params]	Expected output returned
2	Variant	Alternate valid input	[tool_name]	Call with [different params]	Valid response returned
3	Error recovery	Invalid input handled	[tool_name]	Pass missing/invalid param	isError: true; message contains "Error:"
4	Resource access	Read a declared resource	[resource://uri]	GET resource	Content + mimeType correct
5	Edge case	Boundary condition	[tool_name]	[edge input]	No crash; graceful response

Outcome Scoring

Record one outcome per scenario:

Outcome	Meaning
PASS	Tool behaved exactly as expected; success check satisfied
PARTIAL	Tool responded but output was incomplete or slightly wrong
FAIL	Error when success was expected, or server crashed
BLOCKED	Scenario could not run due to missing infrastructure

BLOCKED scenarios are not failures — document their infrastructure requirements.

Friction Categories for MCP

After recording outcomes, classify each friction point:

routing — tool name/description caused wrong tool selection
completeness — tool or resource missing from server
error-shape — error response not in expected format
safety — input not validated; potential security issue
latency — tool hung, timed out, or was unusually slow
documentation — usage unclear; parameters ambiguous

Gate

≥5 scenarios attempted; ≥3 PASS; friction report written. Load references/friction-report-template.md for the report format.

Safety Notes

Run all test-drive scenarios against a local development server only. Never connect the Inspector to a production server — it has full control over the server process lifecycle.

Resource Index

Reference File	Load When
`references/scenario-matrix.md`	Designing the scenario matrix; bucket definitions
`references/friction-report-template.md`	Recording outcomes; writing the friction report