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Market around Toolrank

# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) platform. ## Tools ### toolrank_score Analyzes MCP tool definitions and returns a ToolRank Score (0-100) measuring agent-readiness. Evaluates four dime

Visit toolrank.dev ↗Pricing page ↗
Pricing (3 buyer tiers · 4 plans)
Free plan available Free
As parsed from toolrank.dev/pricing on 2026-10-09.

Explore the market

Prices and medians update for the tier you select.

Compare at
Toolrank · Pro
$29/mo
Pro plan
Pro-MCP server median
$54
across 8 priced MCP servers
vs Pro MCP servers
46% below
below Pro MCP servers
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
76th pctile
29 competing vendors
Comparable listings · 30d
Flat
driven by dominion-observatory $29→$49
MCP servers · Pro median
$54/mo
8 priced · $29–$94.97 mid 50%
Price spectrum · Pro plans · 9 of 11 providers priced · log scale · $9.92 → $99/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)large ringed dot = Toolrank ($29/mo)

Products in this market

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

MMCP servers26Ranked by similarity
Toolrankthis listing
● MCP
$29/mo Pro
-46% vs Pro median
MT
Mthoburn Preflight
● MCP86% similar
no public price
MC
Mcpindex
● MCP82% similar
no public price
MCP Server Inspector
● MCP81% similar
no public price
Mcppedia
● MCP80% similar
no public price
DO
dominion-observatory
● MCP79% similar
$29 one-time Pro
not monthly-comparable
MC
Mcp Judge
● MCP78% similar
no public price
Policylayer Registry
● MCP78% similar
no public price
MCP Triage
● MCP78% similar
$89/mo Pro
+65% vs Pro median
AgentShield MCP Inspector Lite
● MCP78% similar
no public price
ProofRail
● MCP78% similar
no public price
MCP Verdict
● MCP78% similar
no public price
ContrastAPI
● MCP78% similar
$15/mo Pro
-72% vs Pro median
Hackmyip
● MCP77% similar
no public price
X402 Tools
● MCP77% similar
no public price
Warden 3
● MCP77% similar
no public price
Aguara MCP
● MCP77% similar
no public price
MCP Context Budget
● MCP77% similar
no public price
Forecall Kb
● MCP77% similar
$29/mo Pro
-46% vs Pro median
ClawGuard Shield
● MCP77% similar
$99/mo Pro
+83% vs Pro median
Aio Geo
● MCP77% similar
$49/mo Pro
-9% vs Pro median
tani
● MCP77% similar
no public price
Surfaceable Mcp Seo
● MCP77% similar
$9.92/mo Pro
-82% vs Pro median
DeepSleuth
● MCP76% similar
no public price
Toolbox MCP
● MCP76% similar
no public price
MCPHero Meta-MCP Generator
● MCP76% similar
$59/mo Pro
+9% vs Pro median
OOther8Ranked by similarity
Mcp Observatory
● OTHER85% similar
no public price
MC
Mcp Tester
● OTHER83% similar
no public price
Maverik
● OTHER78% similar
no public price
MCP Server Design
● OTHER78% similar
no public price
Mcp Trustcard
● OTHER77% similar
no public price
whichtool
● OTHER77% similar
no public price
mcp-flightcheck
● OTHER76% similar
no public price
AgentShield
● OTHER76% similar
no public price
PPlatforms4Ranked by similarity
Toolmetry
● PLATFORM83% similar
no public price
AgentReady
● PLATFORM82% similar
$19/mo Pro
Agentavow
● PLATFORM77% similar
no public price
MeshDNS
● PLATFORM76% similar
no public price
AAgents10Ranked by similarity
Discomcp
● AGENT79% similar
no public price
MCP Scanner
● AGENT79% similar
no public price
Agent Scan - Skill Inspector
● AGENT79% similar
no public price
toolfence
● AGENT78% similar
no public price
Ramparts
● AGENT78% similar
no public price
Toolproof
● AGENT77% similar
no Pro plan
entry $49/mo
Authprobe
● AGENT77% similar
no public price
Mcpscore
● AGENT77% similar
no public price
mcp-wtf
● AGENT77% similar
no public price
Ls
● AGENT76% similar
no public price
AAPIs1Ranked by similarity
MCP Server Quality Corpus
● API79% similar
no public price
FFrameworks1Ranked by similarity
TDQS
● FRAMEWORK79% similar
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.