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Market around toolsmell

An open-source linter for MCP server tool descriptions and JSON schemas, identifying issues that can make tools harder for AI agents to use.

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Explore the market

Prices and medians update for the tier you select.

Compare at
toolsmell · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
toolsmell doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
86th pctile
806 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$44/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 4 of 5 providers priced · log scale · $9 → $99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)toolsmell has no comparable Pro price — not plotted

Products in this market

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

OOther15Ranked by similarity
toolsmellthis listing
● OTHER
no public price
MCP Preflight
● OTHER79% similar
no public price
Amagi MCP Probe
● OTHER78% similar
no public price
MCP Reality Check
● OTHER78% similar
no public price
webmcp-devtools
● OTHER78% similar
no public price
sabrix-bench
● OTHER77% similar
no public price
AgentShield
● OTHER77% similar
no public price
QAmcp CLI
● OTHER77% similar
no public price
CaniMCP
● OTHER76% similar
no public price
MC
Mcp Tester
● OTHER76% similar
no public price
mcpcost
● OTHER76% similar
no public price
MC
mcp-proof
● OTHER75% similar
no public price
mcp-ward
● OTHER75% similar
no public price
MCP Server Design
● OTHER75% similar
no public price
Mcp Anything
● OTHER75% similar
no public price
MMCP servers24Ranked by similarity
onmcp
● MCP86% similar
no public price
ctxlint
● MCP83% similar
no public price
mcpgrade
● MCP82% similar
no public price
Promptarch
● MCP78% similar
$9/mo Pro
-80% vs Pro median
noslop
● MCP78% similar
no public price
Joshua Wkl4 Bristlecone Logic
● MCP78% similar
no public price
Agent LSP Lint Toolkit
● MCP77% similar
no public price
AgentShield MCP Inspector Lite
● MCP77% similar
no public price
MC
Mcpindex
● MCP77% similar
no public price
ClawGuard Shield
● MCP77% similar
$99/mo Pro
+125% vs Pro median
AG
Agent JSON Reliability
● MCP77% similar
no public price
Casper Tools
● MCP77% similar
no public price
Moontide MCP
● MCP76% similar
no public price
Webaudits
● MCP76% similar
$29/mo Pro
-34% vs Pro median
Rarefaction LSP MCP
● MCP76% similar
no public price
Plugin X-ray
● MCP76% similar
no public price
Aun
● MCP76% similar
no Pro plan
entry $95/mo
Mcp Server Node
● MCP76% similar
no public price
Aio Geo
● MCP76% similar
$49/mo Pro
+11% vs Pro median
SaSame Research
● MCP76% similar
no public price
Zambo AI Tools
● MCP76% similar
no public price
Kanto Labs MCP Server
● MCP75% similar
no public price
Skuuymcp
● MCP75% similar
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP75% similar
no public price
AAgents6Ranked by similarity
Discomcp
● AGENT79% similar
no public price
fixmcp
● AGENT79% similar
no public price
guardmcp
● AGENT77% similar
no public price
Find MCP
● AGENT76% similar
no public price
MCP Server Builder
● AGENT76% similar
no public price
Toolward
● AGENT76% similar
no public price
FFrameworks3Ranked by similarity
MCP Builder Kit
● FRAMEWORK78% similar
no public price
Capa
● FRAMEWORK77% similar
no public price
WebMorph
● FRAMEWORK76% similar
no public price
PPlatforms2Ranked by similarity
Toolmetry
● PLATFORM76% similar
no public price
AgentDiet MCP Compiler
● PLATFORM75% 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.