Board Position
#5 · AI coding still leads, while agent products are starting to break out.
pitlane-mcp is currently ranked #5 on the Momentum board. Prev #5. Active window: 24h.
Score89
Confidence78%
Surge+23%
Sourcesgithub
→ 0
Reading Flow
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Tool Detail
pitlane-mcp
AI Coding
pitlane-mcp
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
AI CodingGitHubaicode-navigationfallbackgithub
pitlane-mcp appears on 3 boards right now, with the primary position at #5 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 2 runs, first seen Apr 22, 24:05 and most recently updated Apr 22, 01:06.
Score89
Weekly growth+23%
Confidence78%
Primary statusMomentum #5
→ 0 · Prev #5
Discovery statusRanked
Pool score 94, based on 1 contributing sources.
Tracked runs2
First seen Apr 22, 24:05, last updated Apr 22, 01:06.
Source coverage1
GitHub
7-day score trend
GitHub hit rate limits, so the latest successful snapshot is being reused temporarily.7-day rank movement
Lower numbers are closer to the top#5D1
#5D2
#5D3
#5D4
#5D5
#5D6
#5D7
Signal summary
pitlane-mcp appears on 3 boards right now, with the primary position at #5 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 2 runs, first seen Apr 22, 24:05 and most recently updated Apr 22, 01:06.
Discovery assessment
Discovery originPrimary provider
1 sources contributed to the candidate judgement.
Candidate typeProduct candidate
Currently in the Ranked stage.
Quality score87
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.
Text looks more like product copy: agentIncludes product-like sourcesFresh source-page cache hitSource copy looks product-like: agent
System judgement
This section shows how source page evidence, multi-run stability, and auto-promotion logic are combined into the candidate judgement.
Source page evidence+11
1 matched · 1 still fresh
Stability1 consecutive runs
watchlist 1 · ranked 0 · strong 1
Recent snapshotBest 75
Last seen Apr 22, 24:05
Why the system thinks so
Source page evidence: Fresh source-page cache hit
Why the system thinks so
Source page evidence: Source copy looks product-like: agent
Board footprint
Momentum#5
→ 0Prev #5
Score 89Confidence 78%Surge +23%
Newcomers#3
NEWFirst time on the board
Score 89Confidence 78%Surge +23%
Durable Growth#5
7dUp for 7 straight days
Score 89Confidence 78%Surge +23%
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: 89. 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
2026-04-22 00:04
Reused last successful momentum snapshot from 1h ago
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.
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
High-value hitLinked signalFetch successRich summary
GitHub - eresende/pitlane-mcp: Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need. - eresende/pitlane-mcp
https://github.com/eresende/pitlane-mcpApr 22, 24:05
FetchedGitHubgithub.comHTTP 200
Why it is prioritized
The fetch succeeded and the cache is still fresh, which makes this page a strong signal for judging whether the product is active and real.
This evidence is already linked to a raw signal record, so you can continue tracing the source from the signal detail page.
Raw signals
GitHubDurable Growth #5
Apr 22, 01:06Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
GitHubaicode-navigation
GitHubNewcomers #3
Apr 22, 01:06Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
GitHubaicode-navigation
GitHubMomentum #5
Apr 22, 01:06Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
GitHubaicode-navigation
GitHubNewcomers #3
Apr 22, 24:05Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
GitHubaicode-navigation
GitHubMomentum #5
Apr 22, 24:05Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
GitHubaicode-navigation
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Peer comparison
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