Board Position

#8 · AI coding still leads, while agent products are starting to break out.

NEW

mcp-hangar-operator is currently ranked #8 on the Momentum board. First time on the board. Active window: 24h.

Score72
Confidence78%
Surge+9%
Sourcesgithub
aicrd

Reading Flow

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Tool Detail

mcp-hangar-operator

AI Coding

mcp-hangar-operator

Kubernetes operator for MCP Hangar — declarative MCP governance via MCPServer, MCPServerGroup and MCPDiscoverySource CRDs, admission validation, default-deny egress.

Visit website
AI CodingGitHubaicrdkubebuildergithub
Signal Read 1

mcp-hangar-operator appears on 2 boards right now, with the primary position at #8 on Momentum.

Signal Read 2

This signal is supported by GitHub, spanning 1 source directions.

Signal Read 3

The system has tracked this tool for 1 runs, first seen Aug 14, 21:54 and most recently updated Aug 14, 21:54.

Score72
Weekly growth+9%
Confidence78%
Primary statusMomentum #8

NEW · First time on the board

Discovery statusWatchlist

Pool score 74, based on 1 contributing sources.

Tracked runs1

First seen Aug 14, 21:54, last updated Aug 14, 21:54.

Source coverage1

GitHub

7-day score trend
GitHub signals are derived from stars, forks, watchers, and recent activity.
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7-day rank movement
Lower numbers are closer to the top
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Signal summary

mcp-hangar-operator appears on 2 boards right now, with the primary position at #8 on Momentum.

This signal is supported by GitHub, spanning 1 source directions.

The system has tracked this tool for 1 runs, first seen Aug 14, 21:54 and most recently updated Aug 14, 21:54.

Discovery assessment
Discovery originPrimary provider

1 sources contributed to the candidate judgement.

Candidate typeProduct candidate

Currently in the Watchlist stage.

Quality score72

Higher scores usually indicate a real product rather than editorial or noisy content.

Manual ruleAutomatic

No manual rule is active, so the system judgement is still automatic.

Includes product-like sources
Board footprint
Momentum#8
NEW

First time on the board

Score 72Confidence 78%Surge +9%
Newcomers#5
NEW

First time on the board

Score 72Confidence 78%Surge +9%
Why it matters now
  • GitHub is showing a clear upward signal and is worth adding to the watchlist first.
  • Current category: AI Coding. A good fit for the watchlist.
  • Current board score: 72. A useful starting point for the next round of real-data validation.
What could make it noisy
  • The signal still mainly comes from a single source, so more cross-validation is recommended.
  • This is still a short-window snapshot and lacks longer-term real history.
Source timeline
2026-08-14 21:54

Stars 0 / Forks 0 / Watchers 0 / Issues 13 / Active 0d

Cached source page
Source page evidence

This panel aggregates source pages the system has already fetched and cached, so you can judge whether the tool points to a real product site, an editorial page, or just a seed domain.

1 pages
Cached pages1

Total number of fetched pages that are currently available to display.

Successful pages1

Pages fetched successfully with a readable title and summary.

Failed / stale0 / 0

Failed pages will be retried, and stale pages will be refreshed in later syncs.

Domains covered1

Broader domain overlap usually suggests the signal is not just isolated noise.

Status filter

Showing 1 / 1 pages

Sorted by fetch success, freshness, and summary richnessHigh value · 1
Raw signals
GitHubNewcomers #5
Aug 14, 21:54

Kubernetes operator for MCP Hangar — declarative MCP governance via MCPServer, MCPServerGroup and MCPDiscoverySource CRDs, admission validation, default-deny egress.

NEWScore 72Confidence 78%Surge +9%
GitHubaicrd
Matching page evidenceView crawl detailSnapshot live-20260814215443625561-8f3bb4Open source
GitHubMomentum #8
Aug 14, 21:54

Kubernetes operator for MCP Hangar — declarative MCP governance via MCPServer, MCPServerGroup and MCPDiscoverySource CRDs, admission validation, default-deny egress.

NEWScore 72Confidence 78%Surge +9%
GitHubaicrd
Matching page evidenceView crawl detailSnapshot live-20260814215443625561-8f3bb4Open source
Continue reading
Peer comparison
Archive: 2026 - GitHub ChangelogCandidateArchive: 2026 - GitHub Changelog has been publishing fresh updates consistently through its official content feed.
GitHub Status - Incident HistoryCandidateGitHub Status - Incident History has been publishing fresh updates consistently through its official content feed.
Why does Opus 5 feel worse to work with?CandidatePopular Hacker News discussion: Why does Opus 5 feel worse to work with?