MCP server
Flawless
AI SRE AgenticOps for Kubernetes and cloud infrastructure.
- Rank
- #39 of 2,506
- Stars
- 616★ +4/wk
- On radar
- since 2026-07-14
Momentum
rate of rise, not size · recomputes hourly
65.2
24h· new7d· new
Collecting daily history; the trend chart appears after 3 days on the radar
Why it's ranked
Flawless is an MCP server ranked #39 of 2,506 on the Cresting momentum radar, with a score of 65.2. It has 616 GitHub stars, +4 in the last 7 days, and has been tracked since 2026-07-14.
Every score decomposes into published factors, the same math for every tool, paid or not. Read the methodology →
| Velocity (weighted, cohort-normalized) | 0.743 |
| Recency boost | 0.705 |
| Signal decay | 0.995 |
| Corroboration | 1.000 |
| Quality gate | 1.000 |
Raw signals (30 days)
github · forks+3 in window · 95 latest · 2 snapshots
github · stars+4 in window · 616 latest · 2 snapshots
Related mcp servers
- Guido景区导览服务 AI 数字人：基于 Spring Boot、Vue 3、UniApp 与本地 RAG 的智能导览系统。#2 · 102★
- WorkBuddyGuideA practical, open-source guide to mastering WorkBuddy through real-world workflows.开源的 WorkBuddy 实战蓝皮书：教程、真实工作流、Skills、MCP、自动化与多智能体实践。#3 · 681★
- fable-methodThe Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, with the eval that keeps it honest. Think / act / prove.#4 · 708★
- loop.jsA loop engineering framework — state a Goal; Rounds run until a skeptical, read-only Verify agent settles it.#5 · 110★
- personal-modelBuild your HUMAN.md.#8 · 238★