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.
すべて
🦊 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.
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
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.
Atom Pricing Intelligence
A7OM-AI
ATOM: The Global Price Benchmark for AI Inference. MCP server access to the AIPI index family.
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.
Frequently asked questions
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.