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Market around Ducklab

Self-hosted, multi-LLM software development harness that turns briefs into requirements, specs, plans, builds, reviews, and releases with test gates, recorded model decisions, local model support, and MCP operation.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Ducklab · Pro
No Pro plan
—
Pro-platform median
$40
across 5 priced platforms
vs Pro platforms
No comparison
Ducklab doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
15th pctile
8 strong substitutes
Price momentum · 30d
Flat
MCP servers · Pro median
$59/mo
1 priced · $59–$59 mid 50%
Platforms · Pro median
$40/mo
5 priced · $20–$100 mid 50%
Price spectrum · Pro plans · 3 of 6 providers priced · log scale · $20 → $59/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Ducklab has no comparable Pro price — not plotted

Products in this market

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

PPlatforms9Ranked by relevance
Ducklabthis listing
● PLATFORM · relevance 100%
no public price
Kiro
● PLATFORM · relevance 69%
$20/mo Pro
-50% vs Pro median
autonomi
● PLATFORM · relevance 66%
no public price
im_idea_manager
● PLATFORM · relevance 66%
no public price
nautex_ai
● PLATFORM · relevance 66%
$20/mo Pro
-50% vs Pro median
agentforge
● PLATFORM · relevance 65%
no public price
anyscale
● PLATFORM · relevance 65%
no public price
DevMesh
● PLATFORM · relevance 65%
no public price
spring_ai_playground
● PLATFORM · relevance 64%
no public price
OOther4Ranked by relevance
mcp_anything
● OTHER · relevance 74%
no public price
cc_spec_driven
● OTHER · relevance 66%
no public price
mcp_server_forge
● OTHER · relevance 65%
no public price
Caterpillar Technical English
● OTHER · relevance 64%
no public price
AAgents15Ranked by relevance
conductor_tasks
● AGENT · relevance 73%
no public price
req-scout
● AGENT · relevance 71%
no public price
peri
● AGENT · relevance 69%
no public price
dirge
● AGENT · relevance 67%
no public price
Forge
● AGENT · relevance 66%
no public price
arketo
● AGENT · relevance 66%
no Pro plan
entry $7/mo
tryscott
● AGENT · relevance 66%
no public price
qa_sphere
● AGENT · relevance 66%
no public price
pi
● AGENT · relevance 66%
no public price
mcp_spec_audit
● AGENT · relevance 65%
no public price
syntropy
● AGENT · relevance 64%
no Pro plan
entry $20/mo
keen_code
● AGENT · relevance 64%
no public price
openseek
● AGENT · relevance 64%
no public price
zap_coding_agent
● AGENT · relevance 64%
no public price
coderabbit
● AGENT · relevance 64%
no public price
FFrameworks14Ranked by relevance
specky
● FRAMEWORK · relevance 71%
no public price
MetaGPT
● FRAMEWORK · relevance 67%
no public price
visual_spec
● FRAMEWORK · relevance 67%
no public price
karajan_code
● FRAMEWORK · relevance 67%
no public price
openspec
● FRAMEWORK · relevance 66%
no public price
iac_spec_kit
● FRAMEWORK · relevance 66%
no public price
mcpify
● FRAMEWORK · relevance 65%
no public price
takt_sdd
● FRAMEWORK · relevance 65%
no public price
mcp_execution
● FRAMEWORK · relevance 64%
no public price
l4_language
● FRAMEWORK · relevance 64%
no public price
minicode
● FRAMEWORK · relevance 64%
no public price
forwardcodesolutions
● FRAMEWORK · relevance 64%
no public price
project-mcp-tools
● FRAMEWORK · relevance 64%
no public price
llm_council
● FRAMEWORK · relevance 64%
no public price
MMCP servers8Ranked by relevance
MCPHero Meta-MCP Generator
● MCP · relevance 69%
$59/mo Pro
serena
● MCP · relevance 68%
no public price
SP
SpecLock - AI Constraint Engine
● MCP · relevance 68%
no Pro plan
entry $10/mo
Malong LiuHe
● MCP · relevance 67%
no public price
AURORA Agent
● MCP · relevance 65%
no public price
motion_site_builder
● MCP · relevance 65%
no public price
ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
● MCP · relevance 65%
no public price
MC
mcp-forge
● MCP · relevance 64%
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.