SERVER

ppb-mcp

Rank #15602

glama/paulplee/ppb-mcp

Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM, concurrent users) as tools for LLM clients.

First listed
Apr 25, 2026
Last publish date
OVERVIEW

ppb-mcp is a Model Context Protocol (MCP) server published by paulplee. It ranks #15602 of 58,900 servers tracked on MCP Toplist. ppb-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Apr 25, 2026.

STANDING
#15,602of 58,900 tracked serversTop 50%

Ranks ahead of 43,298 of 58,900 servers on MCP Toplist.

CONNECT

Use ppb-mcp

ppb-mcp doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.

REGISTRIES

Listed on 1 registry

ORGANIZATION

paulplee

Organization
Total servers
1
Total versions
0
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

What is ppb-mcp?
Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM, concurrent users) as tools for LLM clients.
Who maintains ppb-mcp?
ppb-mcp is maintained by paulplee, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is ppb-mcp an official MCP server?
ppb-mcp is not on the Official MCP Registry. It is listed on Glama.
How many versions does ppb-mcp have?
ppb-mcp ships as a single rolling release with no explicit version metadata.
Where can I find the source code for ppb-mcp?
The source code for ppb-mcp is hosted at github.com/paulplee/ppb-mcp.
EXPLORE