Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons.
Connect Remote server
claude mcp add --transport http llm-benchmarks https://modeltested.com/mcp
{
"mcpServers": {
"llm-benchmarks": {
"url": "https://modeltested.com/mcp"
}
}
}
{
"servers": {
"llm-benchmarks": {
"type": "http",
"url": "https://modeltested.com/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://modeltested.com/mcp
Tools 5 found in our last check
find_modelsUse this whenever the user asks which local or open-weight LLM is best, overall or for coding, documents or decisions, or which model they can run on their graphics card (VRAM) or Mac. Returns tested models ranked by our own test scores, best first; with a GPU or Mac memory size…
get_modelUse this whenever the user asks about a specific open-weight model: how good it is, its benchmark scores, whether it's worth using, how much VRAM or memory it needs, or which quantization to download. Returns our test scores, rank, memory at each quantization, the smallest GPU a…
compare_modelsUse this whenever the user asks how two or more open-weight models compare, or which of them to pick. Returns our test scores, rank and memory needs for 2 to 6 models side by side.
decision_modelsUse this whenever the user asks about decision models or LLMs for classification, routing, triage or yes/no calls. Accuracy on our decision test (routing tickets, applying rules, spotting phishing, flagging risky code changes), how well each model's confidence matches its accura…
search_articlesFind Model Tested articles and ranking pages by keyword, newest first: news about newly tested models, guides on quantization, Ollama and memory. Returns title, summary, date and link.
Details
| Endpoint | https://modeltested.com/mcp (Streamable HTTP) |
| First published | 18 Oct 2026 |
| Last updated | 18 Oct 2026 |
| Registry name | com.modeltested/llm-benchmarks |
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