jiawei686/jev-ultrafast-mcp
Hand a whole browser task off in one call: a decision model drives the page server-side, so a flow costs one call, not a turn per click. Ref-based element tables, code-checked assertions, zero-model macro replay, over the Chrome DevTools Protocol.
Latest metrics (snapshot 2026-10-15)
| stars | 19 |
|---|---|
| forks | 2 |
| issues | 0 |
| pushed_at | 2026-09-23T12:26:06Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-15 | 19 |
ADC Momentum: 23/100
| Growth velocity | 27 |
|---|---|
| Consistency | 21 |
| Recency | 34 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/jiawei686/jev-ultrafast-mcp)<a href="https://agentdataco.com/repo/jiawei686/jev-ultrafast-mcp"><img src="https://agentdataco.com/badge/repo/jiawei686/jev-ultrafast-mcp.svg" alt="ADC Momentum"></a>Details
| description | Hand a whole browser task off in one call: a decision model drives the page server-side, so a flow costs one call, not a turn per click. Ref-based element tables, code-checked assertions, zero-model macro replay, over the Chrome DevTools Protocol. |
|---|---|
| url | https://github.com/jiawei686/jev-ultrafast-mcp |
| language | Python |
| license | MIT |
| topics | agent-tools ai-agents browser-agent browser-automation browser-use cdp chrome-devtools-protocol claude claude-code cursor headless-chrome llm |
| created_at | 2026-09-19T05:18:54Z |
| homepage | https://pypi.org/project/jev-ultrafast-mcp/ |
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