Model Tested

Name: Model Tested
Author: com.modeltested

MCP serverMCP

Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons.

by com.modeltestedrepository ↗homepage ↗v1.0.0

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Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability27/27 checks ok

when	check	result	http	latency	detail
3 h ago	mcp initialize	ok	200	62 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools
11 h ago	mcp initialize	ok	200	79 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools
18 h ago	mcp initialize	ok	200	58 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools
25 h ago	mcp initialize	ok	200	102 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools
32 h ago	mcp initialize	ok	200	52 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools
2 d ago	mcp initialize	ok	200	168 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools
2 d ago	mcp initialize	ok	200	55 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools
2 d ago	mcp initialize	ok	200	127 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools
2 d ago	mcp initialize	ok	200	78 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools
3 d ago	mcp initialize	ok	200	48 ms	server modeltested 1.0.0 · protocol 2025-06-18 · 5 tools

Tools observed via MCP handshake

find_models — Use 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 grap
get_model — Use 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 n
compare_models — Use 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
decision_models — Use this whenever the user asks about decision models or LLMs for classification, routing, triage or yes/no calls. Accuracy on our decision test (routing ticket
search_articles — Find Model Tested articles and ranking pages by keyword, newest first: news about newly tested models, guides on quantization, Ollama and memory. Returns title,

Declared by sources

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No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

Provenance

Where this record came from

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Official MCP Registrycom.modeltested/llm-benchmarks

first seen 7 d ago · fetched 10 h agoopen ↗

Field history (7 recent events)

7 d ago · declared · summary → "Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons."
7 d ago · declared · description → "Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons."
7 d ago · declared · publisherName → "com.modeltested"
7 d ago · declared · homepageUrl → "https://modeltested.com/mcp/"
7 d ago · declared · repoUrl → "https://github.com/jelly-ham/modeltested"
7 d ago · declared · version → "1.0.0"
7 d ago · declared · protocols → ["mcp"]

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Capabilities

Where this record came from