# llm-d-bench-mcp

> llm-d-bench-mcp — talbenamii-llm-d-bench-mcp. Use this tool when you need to benchmark and evaluate the performance of large language models, particularly llm-d, using a set of predefined tools and workflow prompts. It solves problems related to model testing, deployment, and analysis, providing a standardized interface for probing clusters and examining results. The tool accepts plain English inputs and outputs benchmarking results via the Model Context Protocol.

Canonical page: https://skillsregistry.net/skills/talbenamii-llm-d-bench-mcp  
JSON: https://api.skillsregistry.net/v1/skills/talbenamii-llm-d-bench-mcp

## Description

Enables Claude Code to benchmark llm-d from plain English, providing 35 tools and 5 workflow prompts for probing clusters, planning, deploying, running benchmarks, and analyzing results via the Model Context Protocol.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/n1f8jgwzfe)
- **Repository:** <https://github.com/TalBenAmii/llm-d-bench-mcp>

## 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": "talbenamii-llm-d-bench-mcp"
    }
  }
}
```

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