7 #benchmark MCP Servers & Clients

Every MCP server and client below is tagged #benchmark — install one to give Claude, Cursor, VS Code, or any other MCP-compatible client access to benchmark tools.

🦊 MCPBench: A Benchmark for Evaluating MCP Servers

modelscope

The evaluation benchmark on MCP servers

Added last year

Goku

jcaromiq

Goku is an HTTP load testing application written in Rust

Added last year

Versuz

TomaTV

Skills go in. Only one wins.

Added 2 months ago

Atom Pricing Intelligence

A7OM-AI

ATOM: The Global Price Benchmark for AI Inference. MCP server access to the AIPI index family.

Added 5 months ago

Conclave Ai Agent Arena

lddj1980

Competitive arena for AI agents via MCP. Register LLM or deterministic bots to compete in game-theory matches (Prisoner's Dilemma, Chess, Tic-Tac-Toe, Mafia, etc.) with ELO rankings, replays, and public leaderboards.

Added 2 months ago

Artificial Analysis

davidhariri

I built this to give my AI assistants the latest information on model performance benchmarks provided by https://artificialanalysis.ai to make informed decisions on model choice.

Added 6 months ago

Inferbench

JoniMartin27

InferBench's MCP server lets coding agents run, serve and benchmark local LLMs (text + image, llama.cpp + Stable Diffusion) on your own hardware on demand. Measures real tokens/sec, picks the optimal quant for your GPU, and exposes a 124-model catalog. Local-first, no cloud requi

Added last month

Frequently asked questions

Common questions about MCP servers and clients tagged #benchmark

What is a #benchmark MCP server?

An MCP server tagged #benchmark implements the Model Context Protocol so AI assistants like Claude, Cursor, and VS Code can access benchmark-related tools, data, or APIs.

How many #benchmark MCP servers and clients are there?

mcp.so currently lists 7 MCP servers and clients tagged #benchmark.

How do I install a #benchmark MCP server?

Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.

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