ppb-mcp
Rank #103,188glama/paulplee/ppb-mcp
Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM, concurrent users) as tools for LLM clients.
ppb-mcp is a Model Context Protocol (MCP) server published by paulplee. It ranks #103,188 of 137,492 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.
Ranks ahead of 34,304 of 137,492 servers on MCP Toplist.
Use ppb-mcp
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
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fpaulplee%2Fppb-mcp)<a href="https://mcptoplist.com/server/glama%2Fpaulplee%2Fppb-mcp"><img src="https://mcptoplist.com/badge/glama%2Fpaulplee%2Fppb-mcp.svg" alt="MCP Toplist: #103,188 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
paulplee
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.
Frequently asked questions
- 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 listed on the Official MCP Registry?
- 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.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.