bots.st/model-tested
Model Tested
Compare open-weight model benchmark scores
1797 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 5
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://modeltested.com/mcp
What it can do
| Tool | What it says it does |
|---|---|
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 models side by side. |
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 tickets, applying rules, spotting phishing, flagging risky code changes), how well each model's confidence matches its accuracy (calibration)… |
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 graphics card (VRAM) or Mac. Returns tested models ranked by our own test scores, best first; with a GPU or Mac memory size it only returns… |
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 needs, or which quantization to download. Returns our test scores, rank, memory at each quantization, the smallest GPU and Mac it fits… |
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, summary, date and link. |
In its maker's words
Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons.
- Website
- modeltested.com/mcp
- Source
- github.com/jelly-ham/modeltested
- Publisher
- modeltested.com
- Listed from
- the official MCP Registry as
com.modeltested/llm-benchmarks - Version
- 1.0.0, updated 18 Oct 2026
- Kinds of work
- AI models and agent tools, Search and research, Writing and translation
The domain it lives on
- modeltested.com
- registered 10 Oct 2026 (1 month ago), at Cloudflare, Inc., its name does not resolve now
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 1797 ms | |
| Answered | 1221 ms | |
| Answered | 665 ms |
Next door
- WhiteMagic — governed local memory for agent continuityGoverned local agent memory reads and writes
- PolyrankTrader metrics, rankings, and strategy backtests
- DiffCIValidate DiffCI reports and plan affected tests
- FOGA nodeResolve agent identities and safety verdicts, simulate and r
- Mind Upload AI meta harnessRoute coding work through saved memories
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