genpark-edge-inference-latency-telemetry-skill MCP Server

Name: alphaparkinc/genpark-edge-inference-latency-telemetry-skill
Rating: 3.2 (1 reviews)
Author: alphaparkinc

alphaparkinc/genpark-edge-inference-latency-telemetry-skill

Score: 55.1 Rank #9549 Monitoring

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High-precision edge and on-device LLM inference profiler calculating TTFT, TPOT, tokens/second throughput, and percentile jitter distributions (P50/P90/P99).

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Overview

alphaparkinc/genpark-edge-inference-latency-telemetry-skill is a Python tool licensed under MIT. High-precision edge and on-device LLM inference profiler calculating TTFT, TPOT, tokens/second throughput, and percentile jitter distributions (P50/P90/P99).

Ranked #9549 out of 24846 indexed tools.

Ecosystem

Python MIT

Score Breakdown

Stars 15% 7

7 stars → early stage

Freshness 25% 22d ago

Last commit 22d ago → recently updated

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Detailed

License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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Details

Stars: 7
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: MIT
Last Commit: 22d ago

Matched Queries

topic:mcptopic:mcp-servertopic:model-context-protocol

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