# mcp-test-bench

> mcp-test-bench — ritikpatill-mcp-test-bench. Use this tool when you need to evaluate and assess the correctness, safety, and security of MCP servers. The mcp-test-bench framework auto-discovers tools, generates test scenarios, and provides scoring and auditing capabilities through a web dashboard. It is ideal for use cases requiring automated testing and validation of MCP servers, accepting inputs from git and outputting visualized traces and assessment reports.

Canonical page: https://skillsregistry.net/skills/ritikpatill-mcp-test-bench  
JSON: https://api.skillsregistry.net/v1/skills/ritikpatill-mcp-test-bench

## Description

Open-source evaluation framework for MCP servers powered by Claude. Auto-discovers tools, generates test scenarios, runs LLM-as-judge scoring to assess correctness and safety, audits for security issues, and visualizes traces in a web dashboard.

## Trust

- **Trust score (0–1):** 0.63
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/RitikPatill/mcp-test-bench)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ritikpatill-mcp-test-bench"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ritikpatill-mcp-test-bench` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ritikpatill-mcp-test-bench/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt