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Market around MCP Behavior

Open-source Python tool for testing behavioral parity during MCP server migrations by comparing tool results and observed side effects across candidate, reference, baseline, or expected behaviors.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
MCP Behavior · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
MCP Behavior doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
27th pctile
21 strong substitutes
Price momentum · 30d
Flat
MCP servers · Pro median
$39/mo
4 priced · $28–$51.5 mid 50%
Platforms · Pro median
$19/mo
1 priced · $19–$19 mid 50%
Price spectrum · Pro plans · 5 of 8 providers priced · log scale · $19 → $59/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)MCP Behavior has no comparable Pro price — not plotted

Products in this market

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

OOther21Ranked by relevance
MCP Behaviorthis listing
● OTHER · relevance 100%
no public price
mcp-flightcheck
● OTHER · relevance 77%
no public price
maverik
● OTHER · relevance 74%
no public price
mcp_tester
● OTHER · relevance 73%
no public price
mcp_migrate
● OTHER · relevance 72%
no public price
mcp_spec_check
● OTHER · relevance 72%
no public price
whichtool
● OTHER · relevance 72%
no public price
mcp-proof
● OTHER · relevance 71%
no public price
sabrix-bench
● OTHER · relevance 71%
no public price
bad_mcp
● OTHER · relevance 70%
no public price
mcp_observatory
● OTHER · relevance 69%
no public price
MCP Host Canary
● OTHER · relevance 68%
no public price
mcp_trustcard
● OTHER · relevance 68%
no public price
mcprobe
● OTHER · relevance 67%
no public price
mcp_inspector_2
● OTHER · relevance 67%
no public price
mcp_inspector
● OTHER · relevance 67%
no public price
mcptools_2
● OTHER · relevance 67%
no public price
MCP Server Skill
● OTHER · relevance 67%
no public price
mcp_anything
● OTHER · relevance 66%
no public price
resilireplay
● OTHER · relevance 66%
no public price
turbomcpstudio
● OTHER · relevance 65%
no public price
PPlatforms6Ranked by relevance
mcp_playground_2
● PLATFORM · relevance 72%
no public price
mcpjam
● PLATFORM · relevance 71%
no Pro plan
entry $38/mo
toolmetry
● PLATFORM · relevance 70%
no public price
throne
● PLATFORM · relevance 68%
no public price
spring_ai_playground
● PLATFORM · relevance 65%
no public price
AgentReady
● PLATFORM · relevance 65%
$19/mo Pro
MMCP servers14Ranked by relevance
DO
dominion-observatory
● MCP · relevance 70%
$29 one-time Pro
not monthly-comparable
hoot_mcp
● MCP · relevance 70%
no public price
mcp_chaos_rig
● MCP · relevance 70%
no public price
Toolrank
● MCP · relevance 69%
$29/mo Pro
-26% vs Pro median
MC
mcpindex
● MCP · relevance 69%
no Pro plan
entry $10/mo
qa_use
● MCP · relevance 68%
no public price
mcp_retrieval_probe
● MCP · relevance 67%
no public price
aio_geo
● MCP · relevance 66%
$49/mo Pro
+26% vs Pro median
mcppedia
● MCP · relevance 66%
no public price
evalgate_mcp
● MCP · relevance 65%
no public price
CU
curatedmcp
● MCP · relevance 65%
no public price
mcpmate
● MCP · relevance 65%
no public price
M00N Report MCP Server
● MCP · relevance 65%
$25/mo Pro
-36% vs Pro median
MCPHero Meta-MCP Generator
● MCP · relevance 65%
$59/mo Pro
+51% vs Pro median
AAgents6Ranked by relevance
mcpscore
● AGENT · relevance 69%
no public price
mcp_spec_audit
● AGENT · relevance 68%
no public price
authprobe
● AGENT · relevance 66%
no public price
discomcp
● AGENT · relevance 66%
no public price
ls_mcp
● AGENT · relevance 65%
no public price
lyra_tool_discovery
● AGENT · relevance 65%
no public price
FFrameworks3Ranked by relevance
mcp_assert
● FRAMEWORK · relevance 69%
no public price
concierge
● FRAMEWORK · relevance 66%
no public price
my_mcp_template
● FRAMEWORK · relevance 65%
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.