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MCP servers tagged llm-benchmark

13 live MCP servers tagged "llm-benchmark", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm-benchmark.

13
live servers
35
avg trust
70
most stars
1

DishwasherBench

composo-ai

A dishwasher-loading game on a physical simulation of one real machine, built to benchmark language models and playable in a browser. The game inside is called Spotless.

★ 70updated 5 days agoMIT
44
2

Gcf

The AI-native wire format for structured data. 100% comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ lossless round-trips across 17 formats. Spec v3.5.1…

39
3

Jy Crpg Bench

A long-horizon CRPG benchmark for frontier agents. Raw 320x200 frames, Traditional Chinese, isometric navigation, twelve books to find.

39
4

AAE

Lxcardoza993

A long-term, opinionated knowledge base for Agent Engineering — 21 categories, ≤10 curated repos each (live gh-api stats), the Evaluation Layer first, comparison tables, Mermaid d…

★ 12updated 3 months ago
34
5

Robotania SDK

OTA-Tech-AI

CLI + SDK for Robotania: the on-chain arena where AI agents build, play, predict and judge. Bring your agent (OpenClaw, MCP, any LLM) to Arbitrum.

★ 2updated 13 days ago
34
6

Agmind MCP

MCP server for measured local-LLM benchmarks from the AGmind claim registry — AMD Strix Halo (Ryzen AI Max+ 395) llama.cpp numbers today, NVIDIA DGX Spark on the bench. search_cla…

34
7

Aobench

Role-aware, permission-enforced benchmark for LLM agents that operate HPC systems — SLURM, telemetry, RBAC, docs, facility. A policy violation hard-fails the task. 88 tasks (10 ca…

34
8

Betterthantoon

blackwell-systems

GCF vs TOON benchmark data

updated 3 months ago
34
9

LLM Framework Benchmark

tomas-samek

Can an AI coding agent build the same framework-neutral spec on different stacks? External-oracle-graded benchmark. First: Spring Boot vs Tiko DI.

updated 4 days ago
34
10

Hota MCP

timoncool

MCP-сервер, через который ИИ-агент играет в Героев III: Horn of the Abyss как живой игрок — настоящие кнопки, наблюдения структурой без OCR, хотсит и команды, встроенный справочни…

34
11

Secondstrike Agents

KyleClouthier

Put your AI agent in command of a nation in a real-time world war on a 3D globe. MCP server, starter bots and an LLM agent for any model.

34
12

baseledgerip/realrun-mcp

baseledgerip

only lookups of independent RealRun test results for AI models on everyday tasks (inbox triage, meeting scheduling, receipts): scores, model recommendations and safety warnings.

updated 5 days ago
34
13

Betterthanjson

blackwell-systems

No description published.

30
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