create-mcp-eval

create-mcp-eval is a skill for Claude Code, Codex from MCPJam/inspector. It costs 35 tokens per session (1,916 once invoked), scanned A, original, no licence file.

A test generator for MCP servers, which are services that provide AI agents with tools, data, or prompts. It creates tests for Jest and Vitest, two JavaScript and TypeScript testing tools.

In plain words
What is it for?
Use it to generate deterministic tests and tests driven by a language model for an MCP server.
Why use it?
It reduces the effort of designing broad evaluation coverage for an MCP server.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to generate deterministic tests and tests driven by a language model for an MCP server.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mcpjam/inspector/create-mcp-eval
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add MCPJam/inspector --skill create-mcp-eval
Clone the repo
git clone --depth 1 https://github.com/MCPJam/inspector

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for create-mcp-eval

README.md
[![agentmods](https://agentmods.dev/badge/skills/mcpjam/inspector/create-mcp-eval/github.svg)](https://agentmods.dev/skills/mcpjam/inspector/create-mcp-eval)
Your own site
<a href="https://agentmods.dev/skills/mcpjam/inspector/create-mcp-eval"><img src="https://agentmods.dev/badge/skills/mcpjam/inspector/create-mcp-eval/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for create-mcp-eval

Your own site · 80×15
<a href="https://agentmods.dev/skills/mcpjam/inspector/create-mcp-eval"><img src="https://agentmods.dev/badge/skills/mcpjam/inspector/create-mcp-eval.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,916 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Memory Poisoning · line 88
    Skill manipulates agent memory, state, or stored context. Memory corruption can alter personality, override safety rules, or cause unpredictable behavior.
    Fix: Protect agent memory and state from modification by untrusted content. Use read-only memory for critical instructions and validate all state changes.
How audits are shown
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00035 $0.01916
Opus 5.5 $0.00014 $0.00766
Sonnet 5.5 $0.00007 $0.00383
Haiku 4.5 $0.00003 $0.00192

Measured 1mo ago against content hash cde014b4ce70, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

create-mcp-eval scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

sdk/skills/create-mcp-eval/SKILL.md · 114 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 114 lines · 35 tokens per session scan A cde014b4ce70

Subscribe to this mod's changes

create-mcp-eval is a skill published in the GitHub repository MCPJam/inspector (2,270 stars, last pushed today), with no licence file. It adds 35 tokens to every session and 1,916 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.