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Market around ocarina

An open-source automation framework for MCP servers. It runs YAML playbooks deterministically across MCP tools, supporting branching, loops, retries, assertions, validation, schema locking, load testing, and composite MCP tool serving.

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Explore the market

Prices and medians update for the tier you select.

Compare at
ocarina · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
ocarina doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
59th pctile
235 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 4 of 4 providers priced · log scale · $9 → $150/mo
Platforms Frameworks Other◻ shaded = middle 50% · line = median (all types)ocarina has no comparable Pro price — not plotted

Products in this market

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

OOther10Ranked by similarity
ocarinathis listing
● OTHER
no public price
Verax
● OTHER77% similar
no public price
Dagu
● OTHER75% similar
$150/mo Pro
MCP Behaviour Guard
● OTHER75% similar
no public price
Amagi MCP Probe
● OTHER73% similar
no public price
Mcp Core 2
● OTHER73% similar
no public price
mcp-server-toolkit
● OTHER72% similar
no public price
MCPGod
● OTHER72% similar
no public price
MCP Reality Check
● OTHER72% similar
no public price
mcp-writ
● OTHER72% similar
no public price
FFrameworks17Ranked by similarity
Mcp Assert
● FRAMEWORK82% similar
no public price
MCPFactory
● FRAMEWORK79% similar
no public price
Forwardcodesolutions
● FRAMEWORK77% similar
no public price
Director
● FRAMEWORK77% similar
no public price
runbook.v1
● FRAMEWORK76% similar
no public price
x4-mcpgen
● FRAMEWORK76% similar
no public price
Genealogy MCP CodeMode
● FRAMEWORK75% similar
no public price
infra-mcp-template
● FRAMEWORK75% similar
no public price
schema-mcp-core
● FRAMEWORK74% similar
no public price
Model Compose
● FRAMEWORK73% similar
no public price
MCP Workflow Adapter
● FRAMEWORK73% similar
no public price
MCP Builder Kit
● FRAMEWORK73% similar
no public price
MCP Server Generator
● FRAMEWORK73% similar
no public price
JEP MCP Wrapper
● FRAMEWORK73% similar
no public price
PMCP
● FRAMEWORK73% similar
no public price
MC
mcpnew
● FRAMEWORK72% similar
$9/mo Pro
My Mcp Template
● FRAMEWORK72% similar
no public price
MMCP servers17Ranked by similarity
Heddle
● MCP81% similar
no public price
Any Script
● MCP77% similar
no public price
Stepgate
● MCP76% similar
no public price
MCP Contract Check
● MCP74% similar
no public price
Qa Use
● MCP74% similar
no public price
yamltools
● MCP73% similar
no public price
MCP Studio
● MCP73% similar
no public price
MCP AI Assistant
● MCP73% similar
no public price
AD
ADAS
● MCP73% similar
no public price
config2mcp
● MCP73% similar
no public price
Eoka Tools
● MCP73% similar
no public price
universal-mcp-toolkit
● MCP73% similar
no public price
Agent Tool MCP Server
● MCP72% similar
no public price
Ingestron CLI
● MCP72% similar
no public price
ape-mcp-sigil-demo
● MCP72% similar
no public price
Business Action Lab
● MCP72% similar
no public price
AgentFlow
● MCP72% similar
no public price
PPlatforms5Ranked by similarity
MCP Studio by Nexla
● PLATFORM77% similar
$50/mo Pro
Noodle Seed
● PLATFORM76% similar
no public price
Spring Ai Playground
● PLATFORM75% similar
no public price
MCPCore
● PLATFORM72% similar
$19.99/mo Pro
Pyntra
● PLATFORM72% similar
no public price
AAgents1Ranked by similarity
MCP Server Builder
● AGENT72% 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.