io.github.MetriLLM/metrillm

metrillm

Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client

5 24/wk 11 tools GitHub npm

No known CVEs

Apache-2.0 license

Maintained

Last commit 86d ago

Works with most clients

Transport: stdio, sse

11 tools · ~357 tok

Grade A · 0.2% of 200K ctx

MCPpedia last refreshed this data 2h ago

Edit this pageView history

io.github.MetriLLM/metrillm is an MCP server that benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client. Its tool list has not been published yet over stdio and sse, requires no API key, and scores 82/100 on MCPpedia's security, maintenance and efficiency rubric.

AI / ML

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-metrillm-metrillm-metrillm": {
      "args": [
        "-y",
        "metrillm"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-metrillm-metrillm-metrillm)](https://mcppedia.org/s/io-github-metrillm-metrillm-metrillm)

Read me

What io.github.MetriLLM/metrillm does

Benchmark your local LLM models in one command. Speed, quality, hardware fitness — with a shareable score and public leaderboard.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'metrillm' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

82/100across 5 weighted dimensions

How we score →

0255075100

−18

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked metrillm against OSV.dev.

Inventory

Tools (11)

Click any tool to inspect its schema.

~357 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.MetriLLM/metrillm safe to use?: io.github.MetriLLM/metrillm has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under Apache-2.0.
How do I install io.github.MetriLLM/metrillm?: io.github.MetriLLM/metrillm supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.MetriLLM/metrillm do?: io.github.MetriLLM/metrillm provides 11 tools: Verdict, METRILLM_SUPABASE_URL, rank, Install, Usage and 6 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.MetriLLM/metrillm?: io.github.MetriLLM/metrillm is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse transport.
Is io.github.MetriLLM/metrillm actively maintained?: io.github.MetriLLM/metrillm is recently maintained — last commit was 86 days ago. It has 5 GitHub stars.

Similar servers

Others in ai-ml

View all →

Gpt Researcher97

An autonomous agent that conducts deep research on any data using any LLM providers

29.2k 5

Dsh MCP Client97

MCP client bridge: connects to MCP servers and registers their tools on ctx.tools

200.1k 4

Modelcontextprotocol96

The official MCP server implementation for the Perplexity API Platform

2.5k 4

Antigravity Workspace Template96

Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.

1.3k 2

MCP Security Weekly

Get CVE alerts and security updates for io.github.MetriLLM/metrillm and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Frequently Asked Questions

Is io.github.MetriLLM/metrillm safe to use?

io.github.MetriLLM/metrillm has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under Apache-2.0.

How do I install io.github.MetriLLM/metrillm?

io.github.MetriLLM/metrillm supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.github.MetriLLM/metrillm do?

io.github.MetriLLM/metrillm provides 11 tools: Verdict, METRILLM_SUPABASE_URL, rank, Install, Usage and 6 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.MetriLLM/metrillm?

io.github.MetriLLM/metrillm is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse transport.

Is io.github.MetriLLM/metrillm actively maintained?

io.github.MetriLLM/metrillm is recently maintained — last commit was 86 days ago. It has 5 GitHub stars.