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Market around SNAFU

An agentic LLM flow that measures ambiguity in source-code symbol names and guides developers toward clearer replacements.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at
SNAFU · Pro
No Pro plan
—
Pro-agent median
—
insufficient comparable pricing
vs Pro agents
No comparison
SNAFU doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
7th pctile
3 strong substitutes
Price momentum · 30d
—

No providers in this market have a Pro-tier plan — try another tier.

Products in this market

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

AAgents9Ranked by relevance
SNAFUthis listing
● AGENT · relevance 100%
no public price
benzi
● AGENT · relevance 69%
no public price
codesee
● AGENT · relevance 65%
no public price
vulnhunter
● AGENT · relevance 65%
no public price
sixwhyo
● AGENT · relevance 64%
no public price
nuanced
● AGENT · relevance 64%
no public price
fix_agent
● AGENT · relevance 64%
no public price
agent_monitor_2
● AGENT · relevance 64%
no public price
osfit
● AGENT · relevance 63%
no public price
MMCP servers33Ranked by relevance
qartez
● MCP · relevance 68%
no public price
CICADA
● MCP · relevance 68%
no public price
indxr
● MCP · relevance 68%
no public price
bifrost_mcp
● MCP · relevance 68%
no public price
slnmap
● MCP · relevance 67%
no public price
clangaroo
● MCP · relevance 67%
no public price
codeindex
● MCP · relevance 66%
no public price
minh_gkg
● MCP · relevance 66%
no public price
ops_codegraph_tool
● MCP · relevance 65%
no public price
symgraph
● MCP · relevance 65%
no public price
sense
● MCP · relevance 65%
no public price
context_engine
● MCP · relevance 65%
no public price
omen
● MCP · relevance 65%
no public price
mcp_ragex
● MCP · relevance 65%
no public price
roam_code
● MCP · relevance 65%
no Pro plan
entry $99/mo
project_mapper
● MCP · relevance 65%
no public price
errlookup
● MCP · relevance 65%
no public price
octocode
● MCP · relevance 64%
no public price
vibe_check_mcp
● MCP · relevance 64%
no public price
symbolpeek_mcp
● MCP · relevance 64%
no public price
kernava_mcp
● MCP · relevance 64%
no public price
narsil_mcp
● MCP · relevance 64%
no public price
Euthynos
● MCP · relevance 64%
no public price
codetree
● MCP · relevance 64%
no public price
axon_mcp_server
● MCP · relevance 63%
no public price
gopls_mcp
● MCP · relevance 63%
no public price
arbor
● MCP · relevance 63%
no public price
gograph
● MCP · relevance 63%
no public price
fossil_mcp
● MCP · relevance 63%
no public price
codescout
● MCP · relevance 63%
no public price
csharpmcp
● MCP · relevance 63%
no public price
ckb_code_knowledge_backend
● MCP · relevance 63%
no public price
metatron
● MCP · relevance 63%
no public price
OOther4Ranked by relevance
openlore
● OTHER · relevance 68%
no public price
arch_vision
● OTHER · relevance 67%
no public price
LOCUS Engine
● OTHER · relevance 64%
no public price
dsh Plugin Codegraph
● OTHER · relevance 63%
no public price
AAPIs3Ranked by relevance
semble_rs
● API · relevance 65%
no public price
scalex
● API · relevance 63%
no public price
CodeDuet
● API · relevance 63%
no public price
FFrameworks1Ranked by relevance
unch
● FRAMEWORK · relevance 63%
no public price

Thin market — few comparable priced products; treat statistics as indicative.