inferbench
Rank #13,801glama/JoniMartin27/inferbench
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 — measuring real tokens/sec and picking the optimal quant for your GPU from a 124-model catalog. Local-first, no cloud required.
inferbench is a Model Context Protocol (MCP) server published by JoniMartin27. It ranks #13,801 of 132,046 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. inferbench is listed across 2 registries — Glama and mcp.so, with 4 release tags tracked from its GitHub repository. It was first listed on Jun 3, 2026 and most recently updated on Aug 19, 2026.
Ranks ahead of 118,245 of 132,046 servers on MCP Toplist.
Use inferbench
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
Show your rank
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[](https://mcptoplist.com/server/glama%2FJoniMartin27%2Finferbench)<a href="https://mcptoplist.com/server/glama%2FJoniMartin27%2Finferbench"><img src="https://mcptoplist.com/badge/glama%2FJoniMartin27%2Finferbench.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
JoniMartin27
GitHub releases (4)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.3.0 | Aug 19, 2026 |
| v0.2.0 | Aug 16, 2026 |
| v0.1.1 | Jun 5, 2026 |
| v0.1.0 | Jun 3, 2026 |
Frequently asked questions
- Who maintains inferbench?
- inferbench is maintained by JoniMartin27, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
- Is inferbench listed on the Official MCP Registry?
- inferbench is not on the Official MCP Registry. It is listed on Glama and mcp.so.
- How many versions does inferbench have?
- No registry surfaces explicit version metadata for inferbench; MCP Toplist tracks 4 release tags from its GitHub repository, most recently published on Aug 19, 2026.
- Where can I find the source code for inferbench?
- The source code for inferbench is hosted at github.com/JoniMartin27/inferbench.
Do you run this server?
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