Board Position
#4 · AI coding still leads, while agent products are starting to break out.
fast-mcp-telegram is currently ranked #4 on the Momentum board. Prev #4. Active window: 24h.
Score90
Confidence78%
Surge+25%
Sourcesgithub
→ 0
Reading Flow
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Tool Detail
fast-mcp-telegram
Agent Tools
fast-mcp-telegram
Telegram MCP server with HTTP-MTProto Bridge — direct API/curl access, multi-user Bearer auth, Docker, MTProto proxy, file attachments, voice transcription, context-optimized
Agent ToolsGitHubagentagentic-aifallbackgithub
fast-mcp-telegram appears on 3 boards right now, with the primary position at #4 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 2 runs, first seen Apr 23, 23:04 and most recently updated Apr 24, 02:17.
Score90
Weekly growth+25%
Confidence78%
Primary statusMomentum #4
→ 0 · Prev #4
Discovery statusRanked
Pool score 96, based on 1 contributing sources.
Tracked runs2
First seen Apr 23, 23:04, last updated Apr 24, 02:17.
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#4D1
#4D2
#4D3
#4D4
#4D5
#4D6
#4D7
Signal summary
fast-mcp-telegram appears on 3 boards right now, with the primary position at #4 on Momentum.
This signal is supported by GitHub, spanning 1 source directions.
The system has tracked this tool for 2 runs, first seen Apr 23, 23:04 and most recently updated Apr 24, 02:17.
Discovery assessment
Discovery originPrimary provider
1 sources contributed to the candidate judgement.
Candidate typeProduct candidate
Currently in the Ranked stage.
Quality score95
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: agent, apiIncludes product-like sourcesFresh source-page cache hitSource copy looks product-like: api
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 76
Last seen Apr 23, 23:04
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: api
Board footprint
Momentum#4
→ 0Prev #4
Score 90Confidence 78%Surge +25%
Newcomers#1
NEWFirst time on the board
Score 90Confidence 78%Surge +25%
Durable Growth#4
7dUp for 7 straight days
Score 90Confidence 78%Surge +25%
Why it matters now
- GitHub is showing a clear upward signal and is worth adding to the watchlist first.
- Current category: Agent Tools. A good fit for the watchlist.
- Current board score: 90. 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
2026-04-23 23:04
Reused last successful momentum snapshot from 3h 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 - leshchenko1979/fast-mcp-telegram: Telegram MCP server with HTTP-MTProto Bridge — direct API/curl access, multi-user Bearer auth, Docker, MTProto proxy, file attachments, voice transcription, context-optimized
Telegram MCP server with HTTP-MTProto Bridge — direct API/curl access, multi-user Bearer auth, Docker, MTProto proxy, file attachments, voice transcri…
https://github.com/leshchenko1979/fast-mcp-telegramApr 23, 23:04
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 #4
Apr 24, 02:17Telegram MCP server with HTTP-MTProto Bridge — direct API/curl access, multi-user Bearer auth, Docker, MTProto proxy, file attachments, voice transcription, context-optimized
GitHubagentagentic-ai
GitHubNewcomers #1
Apr 24, 02:17Telegram MCP server with HTTP-MTProto Bridge — direct API/curl access, multi-user Bearer auth, Docker, MTProto proxy, file attachments, voice transcription, context-optimized
GitHubagentagentic-ai
GitHubMomentum #4
Apr 24, 02:17Telegram MCP server with HTTP-MTProto Bridge — direct API/curl access, multi-user Bearer auth, Docker, MTProto proxy, file attachments, voice transcription, context-optimized
GitHubagentagentic-ai
GitHubNewcomers #1
Apr 23, 23:04Telegram MCP server with HTTP-MTProto Bridge — direct API/curl access, multi-user Bearer auth, Docker, MTProto proxy, file attachments, voice transcription, context-optimized
GitHubagentagentic-ai
GitHubMomentum #4
Apr 23, 23:04Telegram MCP server with HTTP-MTProto Bridge — direct API/curl access, multi-user Bearer auth, Docker, MTProto proxy, file attachments, voice transcription, context-optimized
GitHubagentagentic-ai
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