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Market around ainoc

AI-based network troubleshooting framework for multi-vendor, multi-protocol enterprise networks. Supports Cisco IOS/IOS-XE environments with CLI and RESTCONF management, OSPF/BGP troubleshooting, and integrations with Jira, Discord, NetBox, and HashiCorp Vault.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
ainoc · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
ainoc doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
10th pctile
5 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$64/mo
2 priced · $46.5–$81.5 mid 50%
MCP servers · Pro median
$21/mo
2 priced · $14–$28 mid 50%
Frameworks · Pro median
$49/mo
1 priced · $49–$49 mid 50%

Agents cost 3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 4 of 6 providers priced · log scale · $7 → $99/mo
Agents MCP servers Frameworks◻ shaded = middle 50% · line = median (all types)ainoc has no comparable Pro price — not plotted

Products in this market

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

FFrameworks4Ranked by relevance
ainocthis listing
● FRAMEWORK · relevance 100%
no public price
factorly
● FRAMEWORK · relevance 64%
no public price
engram_4
● FRAMEWORK · relevance 63%
$49/mo Pro
crystalia_tower
● FRAMEWORK · relevance 62%
no public price
MMCP servers27Ranked by relevance
Pingo
● MCP · relevance 73%
no public price
mikrotik_mcp
● MCP · relevance 70%
no public price
domotz_mcp_server
● MCP · relevance 68%
$35/mo Pro
+67% vs Pro median
nettune
● MCP · relevance 68%
no public price
NetSage AI
● MCP · relevance 68%
no public price
Argus
● MCP · relevance 67%
no public price
cml_mcp
● MCP · relevance 67%
no public price
pfsense_mcp_server
● MCP · relevance 65%
no public price
Obelinf
● MCP · relevance 64%
no Pro plan
entry $99/mo
dechonet
● MCP · relevance 64%
no public price
Keenetic Router Plugin
● MCP · relevance 63%
no public price
fortinet_mcp_server
● MCP · relevance 63%
no public price
mcp_pve
● MCP · relevance 63%
no public price
Athena
● MCP · relevance 63%
no public price
runifi
● MCP · relevance 63%
no public price
antrieb
● MCP · relevance 63%
no public price
PA
Palo Alto Device Server
● MCP · relevance 63%
no Pro plan
entry $10/mo
infrastructure_mcp
● MCP · relevance 63%
no public price
netdata_mcp
● MCP · relevance 63%
no public price
HPE Networking MCP
● MCP · relevance 62%
no public price
DE
devops_status_mcp_server
● MCP · relevance 62%
no public price
unifi_mcp
● MCP · relevance 62%
no public price
keenetic_mcp
● MCP · relevance 62%
$7/mo Pro
-67% vs Pro median
gns3_mcp_server
● MCP · relevance 62%
no public price
kubefwd
● MCP · relevance 62%
no public price
Ops Lense
● MCP · relevance 62%
no public price
relayer_mcp
● MCP · relevance 62%
no public price
AAgents8Ranked by relevance
it_diagnostic_agent
● AGENT · relevance 70%
no public price
LinkedIn AI Agent
● AGENT · relevance 65%
no public price
lan_control
● AGENT · relevance 64%
no public price
fleethelp_support
● AGENT · relevance 64%
$99/mo Pro
+55% vs Pro median
fixmcp
● AGENT · relevance 64%
no public price
it_support_agent
● AGENT · relevance 64%
no public price
bigpanda_biggy_ai
● AGENT · relevance 63%
no public price
fabrixai
● AGENT · relevance 62%
no public price
PPlatforms11Ranked by relevance
netbox_labs
● PLATFORM · relevance 66%
no public price
hybrid_cli_agent
● PLATFORM · relevance 66%
no public price
agntcy
● PLATFORM · relevance 64%
no public price
agent_bom
● PLATFORM · relevance 64%
no public price
marshell_labs
● PLATFORM · relevance 63%
no public price
network_incident_investigation
● PLATFORM · relevance 63%
no public price
siclaw
● PLATFORM · relevance 63%
no public price
monte_carlo_agent_observabilit
● PLATFORM · relevance 62%
no public price
deco_studio
● PLATFORM · relevance 62%
no public price
blocks_ai
● PLATFORM · relevance 62%
no public price
kayba
● PLATFORM · 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.