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Market around AI Engineering Assistant

An MCP-based AI operations assistant that uses Groq and LangGraph to query backend job data through tools, summarize failures, and support engineering workflows via a FastAPI chat endpoint.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
AI Engineering Assistant · Pro
No Pro plan
—
Pro-MCP server median
$25
across 11 priced MCP servers
vs Pro MCP servers
No comparison
AI Engineering Assistant doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
48th pctile
1 competing vendors
Comparable listings · 30d
Flat
based on 3 comparable products with price history
MCP servers · Pro median
$25/mo
11 priced · $16–$84.5 mid 50%
Price spectrum · Pro plans · 12 of 17 providers priced · log scale · $8.25 → $499/mo
MCP servers Platforms Other◻ shaded = middle 50% · line = median (all types)AI Engineering Assistant has no comparable Pro price — not plotted

Products in this market

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

MMCP servers16Ranked by similarity
AI Engineering Assistantthis listing
● MCP
no public price
uptimebolt_mcp_server
● MCP78% similar
$79/mo Pro
+216% vs Pro median
domainspecific_mcp_servers
● MCP76% similar
no public price
askpod
● MCP73% similar
no public price
RO
roundHR MCP
● MCP73% similar
no public price
uptime_monitoring
● MCP73% similar
no public price
mcp_server_typescript
● MCP72% similar
no public price
owl24 MCP
● MCP72% similar
no public price
Butterbase
● MCP71% similar
$90/mo Pro
+260% vs Pro median
singchat
● MCP71% similar
$20/mo Pro
-20% vs Pro median
Fonzi
● MCP70% similar
no public price
deskcrew_support
● MCP70% similar
$24.17/mo Pro
-3% vs Pro median
EcoCitizenz MCP Server
● MCP70% similar
$499/mo Pro
+1896% vs Pro median
superlog_mcp
● MCP70% similar
no public price
planetscale
● MCP70% similar
no public price
kubemetes_introducing_headlamp
● MCP70% similar
no Pro plan
entry $150/mo
PPlatforms3Ranked by similarity
DevAssist
● PLATFORM76% similar
no public price
TrustyCap
● PLATFORM72% similar
$49.00 one-time Pro
not monthly-comparable
exemplar
● PLATFORM70% similar
no public price
OOther2Ranked by similarity
Project Airframe Operations
● OTHER73% similar
no public price
mcpulse
● OTHER71% similar
$49/mo Pro
AAgents2Ranked by similarity
pikoclaw
● AGENT72% similar
no public price
armature
● AGENT71% similar
no Pro plan
entry $5000/mo

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.