8 个#benchmark MCP 服务器和客户端

🦊 MCPBench: A Benchmark for Evaluating MCP Servers

modelscope

The evaluation benchmark on MCP servers

Goku

jcaromiq

Goku is an HTTP load testing application written in Rust

Versuz

TomaTV

Skills go in. Only one wins.

Atom Pricing Intelligence

A7OM-AI

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

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.

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

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.

OpenMark

OpenMark AI

OpenMark is a remote MCP server available at https://openmark.ai. Benchmark your own prompt on 100+ models with real API calls.