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Market around short-form-data

Short-form video analytics, trend intelligence, and creator research across TikTok, YouTube Shorts, and Instagram Reels. 20 tools including keyword search, niche monitoring, creator analysis, hashtag trends, and video tracking with AI reports.

Visit dev.virlo.ai ↗Pricing page ↗
Pricing (1 buyer tier · 9 plans)
Free plan available Free
As parsed from dev.virlo.ai/pricing on 2026-08-24.

Explore the market

Prices and medians update for the tier you select.

Compare at
short-form-data · Pro
No Pro plan
—
Pro-MCP server median
$43
across 26 priced MCP servers
vs Pro MCP servers
No comparison
short-form-data doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
36th pctile
34 strong substitutes
Price momentum · 30d
-16.7%
Agents · Pro median
$39.99/mo
9 priced · $31.67–$69 mid 50%
MCP servers · Pro median
$43/mo
26 priced · $21.25–$74 mid 50%

Agents cost 0.9× MCP servers at the Pro tier.

Price spectrum · Pro plans · 22 of 30 providers priced · log scale · $5 → $149/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)short-form-data has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches short-form-data's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers35Ranked by relevance
short-form-datathis listing
● MCP · relevance 100%
no public price
TikTok Integration Server
● MCP · relevance 79%
$7.49/mo Pro
-83% vs Pro median
TopYappers
● MCP · relevance 77%
$59/mo Pro
+37% vs Pro median
sociality-mcp
● MCP · relevance 76%
no Pro plan
entry $49/mo
hypeagent
● MCP · relevance 74%
no public price
hooklayer
● MCP · relevance 74%
$149/mo Pro
+247% vs Pro median
tiktok_trends_api
● MCP · relevance 74%
no public price
YouTube Studio MCP
● MCP · relevance 74%
no public price
TikTok Downloader MCP
● MCP · relevance 73%
no public price
veed-crawl
● MCP · relevance 73%
$39/mo Pro
-9% vs Pro median
popoff_data
● MCP · relevance 73%
$5/mo Pro
-88% vs Pro median
TokPortal
● MCP · relevance 73%
no public price
xpoz
● MCP · relevance 72%
$20/mo Pro
-53% vs Pro median
tiktok_mcp_2
● MCP · relevance 71%
no public price
MI
minter_analytics
● MCP · relevance 71%
$39/mo Pro
-9% vs Pro median
sync_socials_agent
● MCP · relevance 71%
no public price
taisly_agent_kit
● MCP · relevance 71%
$49.99/mo Pro
+16% vs Pro median
CutPro MCP
● MCP · relevance 70%
$17.9/mo Pro
-58% vs Pro median
Supadata: Web & Video data API for makers
● MCP · relevance 70%
$17/mo Pro
-60% vs Pro median
KonbiniAPI
● MCP · relevance 70%
$49/mo Pro
+14% vs Pro median
Adology AI
● MCP · relevance 69%
$49/mo Pro
+14% vs Pro median
hookami_anywhere
● MCP · relevance 69%
$79/mo Pro
+84% vs Pro median
TubeAlfred YouTube MCP
● MCP · relevance 69%
no Pro plan
entry $5/mo
ZW
zwondra
● MCP · relevance 68%
no Pro plan
entry $10/mo
cite42
● MCP · relevance 68%
no public price
adcrunch
● MCP · relevance 68%
$99/mo Pro
+130% vs Pro median
video_intelligence_mcp
● MCP · relevance 68%
no public price
EzBiz Social
● MCP · relevance 68%
no public price
youtube_connector_mcp
● MCP · relevance 67%
no public price
transcriptfetch_mcp
● MCP · relevance 67%
no public price
IN
Instagram Engagement Analysis Toolkit
● MCP · relevance 67%
no Pro plan
entry $10/mo
sprkly_app
● MCP · relevance 67%
$5/mo Pro
-88% vs Pro median
viralnote
● MCP · relevance 67%
$38/mo Pro
-12% vs Pro median
Contendeo
● MCP · relevance 66%
$12/mo Pro
-72% vs Pro median
Niche
● MCP · relevance 66%
no Pro plan
entry $39/mo
AAPIs1Ranked by relevance
Surveys, Polls, and Research Press Releases
● API · relevance 76%
no public price
AAgents10Ranked by relevance
wisecut
● AGENT · relevance 73%
$83.25/mo Pro
+108% vs Pro median
2short_ai
● AGENT · relevance 73%
$19.9/mo Pro
-50% vs Pro median
vizard_ai
● AGENT · relevance 71%
no Pro plan
entry $29/mo
vmake_ai
● AGENT · relevance 70%
no public price
tikbreak
● AGENT · relevance 70%
no Pro plan
entry $19/mo
brand_tracker_ai
● AGENT · relevance 69%
no public price
IdeaTrace AI
● AGENT · relevance 68%
no public price
faceless_reels
● AGENT · relevance 67%
$69/mo Pro
+73% vs Pro median
ARKADS
● AGENT · relevance 67%
$31.67/mo Pro
-21% vs Pro median
Hashtag Researcher AI Agent
● AGENT · relevance 66%
$10/mo Pro
-75% vs Pro median
PPlatforms3Ranked by relevance
Deeporax AI
● PLATFORM · relevance 69%
no Pro plan
entry $29/mo
viralbench
● PLATFORM · relevance 67%
no public price
OpenAI Frontier Platform
● PLATFORM · relevance 67%
no public price
FFrameworks1Ranked by relevance
ralphy
● FRAMEWORK · relevance 69%
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.