SERVER

InferBench

Rank #21,028

io.github.RudrenduPaul/inferbench

Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.

First listed
Jul 18, 2026
Last publish date
Aug 11, 2026
PURPOSE

What you can do with InferBench

InferBench is a Model Context Protocol (MCP) server published by RudrenduPaul. It ranks #21,028 of 144,396 active servers on MCP Toplist. InferBench is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Jul 18, 2026 and most recently updated on Aug 11, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What InferBench can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using InferBench

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect InferBench and confirm it works

Python package (PyPI)
claude mcp add inferbench -- uvx --from inferbench-cli inferbench-cli inferbench-mcp
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by RudrenduPaul
View all RudrenduPaul servers →

No task-specific alternatives are catalogued for InferBenchyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jul 18, 2026
Latest version published
Aug 11, 2026
Version history
1 version tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 16, 2026
Registry sightings

Do you maintain InferBench? to correct or enrich this profile.

VERSIONS

Available versions (1)

VersionPublished
0.1.7Aug 11, 2026
STANDING
#21,028of 144,396 active serversTop 25%

Ranks ahead of 123,368 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 25% of 144,396
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.RudrenduPaul%2Finferbench.svg)](https://mcptoplist.com/server/io.github.RudrenduPaul%2Finferbench)
HTML
<a href="https://mcptoplist.com/server/io.github.RudrenduPaul%2Finferbench"><img src="https://mcptoplist.com/badge/io.github.RudrenduPaul%2Finferbench.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains InferBench?
InferBench is maintained by RudrenduPaul, which publishes 35 MCP servers (35 total versions) tracked on MCP Toplist.
Is InferBench listed on the Official MCP Registry?
Yes — InferBench is listed on the Official MCP Registry, alongside Glama.
How many versions does InferBench have?
MCP Toplist tracks 1 version of InferBench, most recently published on Aug 11, 2026.
Where can I find the source code for InferBench?
The source code for InferBench is hosted at github.com/RudrenduPaul/InferBench.
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