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Market around gguf-mcp

An MCP server that inspects local GGUF and safetensors model files, reporting architecture, quantization, metadata, tensors, and estimated VRAM requirements without reading tensor data or sending files remotely.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
gguf-mcp · Pro
No Pro plan
—
Pro-MCP server median
$27
across 4 priced MCP servers
vs Pro MCP servers
No comparison
gguf-mcp doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
0th pctile
0 strong substitutes
Price momentum · 31d
+5.4%
Agents · Pro median
$9/mo
1 priced · $9–$9 mid 50%
MCP servers · Pro median
$27/mo
4 priced · $21.25–$46.5 mid 50%

Agents cost 0.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 3 of 5 providers priced · log scale · $9 → $29/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)gguf-mcp has no comparable Pro price — not plotted

Products in this market

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

MMCP servers36Ranked by relevance
gguf-mcpthis listing
● MCP · relevance 100%
no public price
evalgate_mcp
● MCP · relevance 67%
no public price
sense
● MCP · relevance 66%
no public price
allcanuse_mcp
● MCP · relevance 66%
no public price
WH
Whitfield Advisory
● MCP · relevance 65%
no public price
Euthynos
● MCP · relevance 64%
no public price
TokenArchive
● MCP · relevance 64%
no public price
AIM Guard
● MCP · relevance 64%
no public price
roam_code
● MCP · relevance 64%
no Pro plan
entry $99/mo
sentinel
● MCP · relevance 64%
no public price
satisfactorymcp
● MCP · relevance 64%
no public price
Novita AI
● MCP · relevance 63%
no public price
Game Debug MCP
● MCP · relevance 63%
no public price
rogue_binary
● MCP · relevance 63%
no public price
filepilot_ai
● MCP · relevance 63%
no public price
mcp_eu_ai_act
● MCP · relevance 63%
$29/mo Pro
+7% vs Pro median
gograph
● MCP · relevance 63%
no public price
ue_agent_asset_toolkit
● MCP · relevance 63%
no public price
Stackglass
● MCP · relevance 63%
no public price
SkillAudit
● MCP · relevance 63%
no public price
computer_use_mcp
● MCP · relevance 63%
no public price
calculators
● MCP · relevance 63%
$10/mo Pro
-63% vs Pro median
VE
vetted_consumer
● MCP · relevance 63%
no Pro plan
entry $10/mo
hybridlog
● MCP · relevance 63%
no public price
largefile_mcp
● MCP · relevance 63%
no public price
archangel_agency_mcp
● MCP · relevance 63%
no public price
AI Security Incident Tracker
● MCP · relevance 63%
no public price
re_engine_mcp
● MCP · relevance 63%
no public price
runifi
● MCP · relevance 62%
no public price
nyamu
● MCP · relevance 62%
no public price
ghidra_mcp_server
● MCP · relevance 62%
no public price
narsil_mcp
● MCP · relevance 62%
no public price
tauri_plugin_mcp
● MCP · relevance 62%
no public price
MCP Security Scanner Server
● MCP · relevance 62%
no public price
palimpsest
● MCP · relevance 62%
no public price
octagon
● MCP · relevance 62%
no public price
AAgents7Ranked by relevance
artguard
● AGENT · relevance 66%
no public price
AI Security Platform
● AGENT · relevance 64%
no public price
gguf_loader
● AGENT · relevance 64%
$9/mo Pro
agentmetry_2
● AGENT · relevance 64%
no public price
sigil_2
● AGENT · relevance 63%
no public price
agentshield_repo
● AGENT · relevance 63%
no public price
agentlint
● AGENT · relevance 62%
no public price
PPlatforms3Ranked by relevance
agentavow
● PLATFORM · relevance 65%
no public price
local_ai_stack
● PLATFORM · relevance 63%
no public price
agent_bom
● PLATFORM · relevance 62%
no public price
OOther2Ranked by relevance
Multidim MCP
● OTHER · relevance 64%
no public price
nsight-gpu-trace
● OTHER · relevance 64%
no public price
FFrameworks2Ranked by relevance
gensee_crate
● FRAMEWORK · relevance 64%
no public price
agentlinter
● FRAMEWORK · relevance 62%
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.