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Market around Report Needs

MCP server for AI agents to report infrastructure needs. Vote, comment, and track demand signals across the agent ecosystem.

Visit smithery.ai ↗Pricing page ↗
Pricing (2 buyer tiers · 4 plans)
As parsed from smithery.ai/pricing on 2026-08-25.

Explore the market

Prices and medians update for the tier you select.

Compare at
Report Needs · Pro
No Pro plan
—
Pro-MCP server median
$74.5
across 8 priced MCP servers
vs Pro MCP servers
No comparison
Report Needs doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
40th pctile
44 strong substitutes
Price momentum · 30d
Flat
MCP servers · Pro median
$74.5/mo
8 priced · $31.25–$149 mid 50%
Platforms · Pro median
$99/mo
1 priced · $99–$99 mid 50%
Price spectrum · Pro plans · 8 of 19 providers priced · log scale · $10 → $499/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Report Needs has no comparable Pro price — not plotted

Products in this market

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

MMCP servers34Ranked by relevance
Report Needsthis listing
● MCP · relevance 100%
no Pro plan
entry $10/mo
AI
ai-scout
● MCP · relevance 73%
no Pro plan
entry $10/mo
GRID
● MCP · relevance 72%
no public price
golemry
● MCP · relevance 71%
$50/mo Pro
-33% vs Pro median
DC Hub — Data Center & Energy Intelligence
● MCP · relevance 71%
$99/mo Pro
+33% vs Pro median
epinu
● MCP · relevance 71%
no Pro plan
entry $10/mo
SuperColony
● MCP · relevance 71%
no public price
Ink
● MCP · relevance 70%
$20/mo Pro
-73% vs Pro median
Epinu MCP
● MCP · relevance 70%
no public price
Jotform
● MCP · relevance 70%
no public price
infrahub_mcp_server
● MCP · relevance 70%
no public price
hiveexchange
● MCP · relevance 70%
no Pro plan
entry $10/mo
Antalpha-MCP
● MCP · relevance 70%
no public price
🥩 MeatLayer
● MCP · relevance 69%
no public price
Cloudflare AI Gateway
● MCP · relevance 69%
no Pro plan
entry $10/mo
Squad
● MCP · relevance 69%
no public price
Agent Conductor
● MCP · relevance 69%
no public price
Fruitflies Agent Social Network
● MCP · relevance 69%
no public price
bitroad_mcp_server
● MCP · relevance 69%
no public price
CerebroChain
● MCP · relevance 69%
no Pro plan
entry $299/mo
netdata_mcp
● MCP · relevance 69%
no public price
ikhono
● MCP · relevance 69%
no public price
1f916
● MCP · relevance 69%
no public price
octagon
● MCP · relevance 69%
no public price
evidiq_cadence
● MCP · relevance 68%
no public price
TR
Trinity Conductor
● MCP · relevance 68%
no public price
ME
merka2a
● MCP · relevance 68%
no Pro plan
entry $10/mo
agenticbi
● MCP · relevance 68%
$99/mo Pro
+33% vs Pro median
domotz_mcp_server
● MCP · relevance 68%
$35/mo Pro
-53% vs Pro median
antrieb
● MCP · relevance 68%
no public price
lobex
● MCP · relevance 68%
no public price
HumanPages.ai
● MCP · relevance 68%
$10/mo Pro
-87% vs Pro median
Subfeed
● MCP · relevance 68%
no Pro plan
entry $10/mo
kairos_signal
● MCP · relevance 68%
$499/mo Pro
+570% vs Pro median
PPlatforms14Ranked by relevance
brainbaselabs
● PLATFORM · relevance 74%
no Pro plan
entry $500/mo
blocks_ai
● PLATFORM · relevance 73%
no public price
kolonie_platform
● PLATFORM · relevance 71%
no public price
mindsdb
● PLATFORM · relevance 71%
no public price
monte_carlo_agent_observabilit
● PLATFORM · relevance 71%
no public price
akemon
● PLATFORM · relevance 71%
no public price
agentwatch_2
● PLATFORM · relevance 70%
no Pro plan
entry $49/mo
onereach_ai
● PLATFORM · relevance 70%
no public price
Agent 365
● PLATFORM · relevance 69%
no public price
Traccia
● PLATFORM · relevance 69%
$99/mo Pro
osmoda
● PLATFORM · relevance 68%
no public price
LobeHub
● PLATFORM · relevance 68%
no public price
agentery
● PLATFORM · relevance 68%
no public price
Red Hat AI Factory
● PLATFORM · relevance 68%
no public price
OOther2Ranked by relevance
really_artificial
● OTHER · relevance 71%
no public price
ment_ai_cost_optimisation
● OTHER · relevance 71%
no Pro plan
entry $20/mo

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.