eval-sys/mcpmark star history
PythonMCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.
Why it’s trending
eval-sys/mcpmark is drawing steady momentum at +0.1 stars/day (11th percentile in the tracked cohort), for a momentum score of 37.8/100.
Star acceleration +0.0/day (59th pctl)Star velocity +0.1/day (11th pctl)
Figures drawn only from Breakwave data
Breakout forecast14-day horizon
10%breakout probability
Confidence100%
Low breakout odds over the next 14 days, led by star acceleration (59th pctl). Confidence is high given the available history.
Transparent heuristic · logged for model training
Momentum38Momentum Score (0–100): how fast this repo is accelerating compared with every other tracked repo — not how big it is.
Why it ranks here
Star acceleration59pctl
Star velocity11pctl
Fork velocity14pctl
Contributor growth36pctl
Push recency9pctl
Stars
462
Forks
48
Watchers
7
Open issues
17
★ / day
+0.1
trailing 7d
Acceleration
+0.0
▲ velocity
Star growth over time
Reconstructed from 123 snapshots — the time-series GitHub’s API doesn’t expose.
Latest events
No events detected yet. Milestones, releases, and fork spikes appear here as the snapshot history grows.
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Live score, refreshed every 6 hours. Links back to this page.
[](https://breakwave.vercel.app/repo/eval-sys/mcpmark)