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Market around diffbeam

Design, validate, simulate, and share Gaussian beam optical systems. Includes component catalog search and live workspace previews through a hosted remote MCP server.

Visit gaussian-beam.com ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
Prices in EUR — comparisons use USD at current FX. As parsed from gaussian-beam.com/mcp/ on 2026-08-24.

Explore the market

Prices and medians update for the tier you select.

Compare at
diffbeam · Pro
No Pro plan
—
Pro-MCP server median
$54.5
across 8 priced MCP servers
vs Pro MCP servers
No comparison
diffbeam doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
3rd pctile
1 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$54.5/mo
8 priced · $42.75–$59.75 mid 50%
Price spectrum · Pro plans · 7 of 15 providers priced · log scale · $20 → $99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)diffbeam has no comparable Pro price — not plotted

Products in this market

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

MMCP servers46Ranked by relevance
diffbeamthis listing
● MCP · relevance 100%
no public price
SU
Sunex-lens-mcp
● MCP · relevance 72%
no public price
immersive_commons_floor10
● MCP · relevance 68%
no public price
gemini_skill
● MCP · relevance 66%
no public price
pixelpanda_mcp
● MCP · relevance 66%
no public price
singchat
● MCP · relevance 66%
$20/mo Pro
-63% vs Pro median
vision_primitives_mcp
● MCP · relevance 66%
no public price
gemini_mcp
● MCP · relevance 66%
no public price
Toolbox MCP
● MCP · relevance 66%
no public price
Frenchie
● MCP · relevance 65%
no public price
VS
vsfclub4
● MCP · relevance 65%
no Pro plan
entry $10/mo
zerobeacon_1050
● MCP · relevance 65%
no Pro plan
entry $10/mo
SI
Signal Desk by LarryBuildsAI
● MCP · relevance 65%
no public price
RP
rpcs1_agent_tuner
● MCP · relevance 65%
$99 one-time Pro
not monthly-comparable
GO
Google Classroom
● MCP · relevance 65%
no Pro plan
entry $10/mo
options-analytics
● MCP · relevance 65%
no Pro plan
entry $79/mo
ultimate_mcp_server
● MCP · relevance 64%
no public price
mu
● MCP · relevance 64%
no public price
mcpspend
● MCP · relevance 64%
no public price
AB
aboard
● MCP · relevance 64%
no public price
ccapi
● MCP · relevance 64%
no public price
omni_image_tools_mcp
● MCP · relevance 64%
no public price
nectar_mcp
● MCP · relevance 64%
no public price
agentcad
● MCP · relevance 64%
no public price
mcp-lens
● MCP · relevance 64%
no public price
@cubiczan/chp-mcp
● MCP · relevance 64%
no public price
taskrail
● MCP · relevance 64%
no public price
hyperfx_marketing_mcp
● MCP · relevance 64%
$99/mo Pro
+82% vs Pro median
glif_mcp_server
● MCP · relevance 64%
no public price
FleetQ
● MCP · relevance 64%
$59/mo Pro
+8% vs Pro median
magic_hour
● MCP · relevance 64%
$36/mo Pro
-34% vs Pro median
SY
sychev-lab-mcp-server
● MCP · relevance 64%
no public price
unorouter
● MCP · relevance 64%
$50/mo Pro
-8% vs Pro median
context_studios_mcp
● MCP · relevance 64%
no Pro plan
entry $2336/mo
network_sketcher
● MCP · relevance 64%
no public price
XI
xiaoflow_mcp
● MCP · relevance 64%
no Pro plan
entry $8/mo
codex_vision_bridge
● MCP · relevance 64%
no public price
ltspice_mcp
● MCP · relevance 63%
no public price
mcp_film
● MCP · relevance 63%
no public price
glasswarp_mcp_server
● MCP · relevance 63%
no Pro plan
entry $20/mo
MCPHero Meta-MCP Generator
● MCP · relevance 63%
$59/mo Pro
+8% vs Pro median
warden_3
● MCP · relevance 63%
no public price
google_mcp
● MCP · relevance 63%
no public price
NinjaChat MCP
● MCP · relevance 63%
$45/mo Pro
-17% vs Pro median
artclaw_bridge
● MCP · relevance 63%
no public price
ai_netcafe
● MCP · relevance 63%
no public price
OOther1Ranked by relevance
mcp_lens
● OTHER · relevance 65%
no public price
PPlatforms3Ranked by relevance
mcp_playground_2
● PLATFORM · relevance 64%
no public price
toolmetry
● PLATFORM · relevance 64%
no public price
spring_ai_playground
● PLATFORM · relevance 63%
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.