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Market around viberoom

Open-source RAW photo manager and non-destructive editor controlled by AI agents through MCP tools, REST APIs, or JSON sidecars. Provides library management, image ratings, recipe-based edits, previews, and export.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
viberoom · Pro
No Pro plan
—
Pro-MCP server median
$39.99
across 23 priced MCP servers
vs Pro MCP servers
No comparison
viberoom doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
46th pctile
59 strong substitutes
Price momentum · 30d
-9.9%
Agents · Pro median
$27.49/mo
4 priced · $21.24–$59.74 mid 50%
MCP servers · Pro median
$39.99/mo
23 priced · $29.5–$79 mid 50%

Agents cost 0.7× MCP servers at the Pro tier.

Price spectrum · Pro plans · 16 of 21 providers priced · log scale · $5 → $149/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)viberoom has no comparable Pro price — not plotted

Products in this market

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

MMCP servers44Ranked by relevance
viberoomthis listing
● MCP · relevance 100%
no public price
photopea_mcp_server
● MCP · relevance 79%
no public price
immich_photo_manager
● MCP · relevance 78%
no public price
omni_image_tools_mcp
● MCP · relevance 77%
no public price
pixelpanda_mcp
● MCP · relevance 75%
no public price
Pixfaro MCP
● MCP · relevance 75%
no public price
Al Machino's Image Tools
● MCP · relevance 74%
no public price
pixly
● MCP · relevance 73%
$49.99/mo Pro
+25% vs Pro median
ccapi
● MCP · relevance 73%
no public price
Frenchie
● MCP · relevance 73%
no public price
imageat
● MCP · relevance 73%
$39.99/mo Pro
0% vs Pro median
LO
logospell
● MCP · relevance 73%
no public price
mvr_my_video_resource
● MCP · relevance 73%
no public price
magic_hour
● MCP · relevance 72%
$36/mo Pro
-10% vs Pro median
tinify_ai_mcp_server
● MCP · relevance 72%
$29/mo Pro
-27% vs Pro median
Image MCP
● MCP · relevance 72%
no public price
AI-HIVE Hugging Face MCP Spaces
● MCP · relevance 71%
no public price
glassypic_mcp_server
● MCP · relevance 71%
$29/mo Pro
-27% vs Pro median
gimp_mcp_2
● MCP · relevance 71%
no public price
toolsnap_mcp
● MCP · relevance 71%
no Pro plan
entry $5/mo
VicSee
● MCP · relevance 70%
$29/mo Pro
-27% vs Pro median
page
● MCP · relevance 70%
$5/mo Pro
-87% vs Pro median
mu
● MCP · relevance 70%
no public price
rust_mcp_filesystem
● MCP · relevance 70%
no public price
SudoMock
● MCP · relevance 70%
$89/mo Pro
+123% vs Pro median
macos_mcp
● MCP · relevance 70%
no public price
document_mcp_server
● MCP · relevance 70%
no public price
mcp_image
● MCP · relevance 70%
no public price
imagesorcery_mcp
● MCP · relevance 69%
no public price
NinjaChat MCP
● MCP · relevance 69%
$45/mo Pro
+13% vs Pro median
novelai_image_mcp
● MCP · relevance 69%
no public price
Muapi
● MCP · relevance 69%
no public price
Peelaway
● MCP · relevance 69%
$30/mo Pro
-25% vs Pro median
Pooch PDF — Annotate Any Webpage
● MCP · relevance 69%
no public price
context_studios_mcp
● MCP · relevance 69%
no Pro plan
entry $2336/mo
artclaw_bridge
● MCP · relevance 69%
no public price
listinggood_mcp
● MCP · relevance 69%
no Pro plan
entry $10/mo
photos_animation
● MCP · relevance 69%
$69/mo Pro
+73% vs Pro median
zai_mcp_plus
● MCP · relevance 69%
no public price
clipia_mcp
● MCP · relevance 69%
$19/mo Pro
-52% vs Pro median
Pexels MCP Server
● MCP · relevance 69%
no public price
inbio
● MCP · relevance 69%
no Pro plan
entry $9/mo
GO
Googlephotos
● MCP · relevance 68%
no Pro plan
entry $10/mo
sitelas
● MCP · relevance 68%
$9/mo Pro
-77% vs Pro median
AAgents5Ranked by relevance
zenliro
● AGENT · relevance 76%
no public price
nano_banana
● AGENT · relevance 72%
$9.99/mo Pro
-64% vs Pro median
pictomancerai
● AGENT · relevance 70%
$149/mo Pro
+442% vs Pro median
Adobe Firefly AI Assistant
● AGENT · relevance 69%
no public price
photolaria
● AGENT · relevance 69%
$29.99/mo Pro
+9% vs Pro median
OOther1Ranked by relevance
YoloCut
● OTHER · relevance 70%
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.