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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
$84.5
across 8 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
0th pctile
1 competing vendors
Comparable listings · 30d
Flat
based on 3 comparable products with price history
MCP servers · Pro median
$84.5/mo
8 priced · $27.79–$120 mid 50%
Price spectrum · Pro plans · 11 of 16 providers priced · log scale · $12 → $99700/mo
MCP servers 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 servers25Ranked by similarity
AI Engineering Assistantthis listing
● MCP
no public price
Uptimebolt
● MCP78% similar
$79/mo Pro
-7% vs Pro median
Domainspecific Mcp Servers
● MCP76% similar
no public price
Cactus MCP
● MCP74% similar
no public price
Charter Packs MCP
● MCP73% similar
no public price
Askpod
● MCP73% similar
no public price
Uptime Monitoring
● MCP73% similar
no public price
Forecall Kb
● MCP72% similar
$29/mo Pro
-66% vs Pro median
Paasers
● MCP72% similar
no public price
Mcp Server Typescript
● MCP72% similar
no public price
owl24 MCP
● MCP72% similar
no public price
arr-doctor
● MCP71% similar
no public price
Bloki
● MCP71% similar
no public price
Canhelpto
● MCP71% similar
no public price
Butterbase
● MCP71% similar
$90/mo Pro
+7% vs Pro median
Talpy Aya
● MCP71% similar
$99700/mo Pro
+117888% vs Pro median
Singchat
● MCP71% similar
$20/mo Pro
-76% vs Pro median
Fonzi
● MCP70% similar
no public price
Deskcrew Support
● MCP70% similar
$24.17/mo Pro
-71% vs Pro median
Rasadi
● MCP70% similar
no public price
EcoCitizenz MCP Server
● MCP70% similar
$499/mo Pro
+491% vs Pro median
Superlog
● MCP70% similar
$100/mo Pro
+18% vs Pro median
Planetscale
● MCP70% similar
no public price
Kubemetes Introducing
● MCP70% similar
no Pro plan
entry $200/mo
Get It Done
● MCP70% similar
$12/mo Pro
-86% vs Pro median
PPlatforms7Ranked by similarity
DevAssist
● PLATFORM76% similar
no public price
Honeybadger
● PLATFORM75% similar
no Pro plan
entry $26/mo
HALOWERK agentenwerk
● PLATFORM72% similar
no public price
TrustyCap
● PLATFORM72% similar
no public price
AgentDiet MCP Compiler
● PLATFORM71% similar
no public price
Axiom
● PLATFORM71% similar
$25 usage Pro
not monthly-comparable
Exemplar
● PLATFORM70% similar
no public price
OOther7Ranked by similarity
Problems
● OTHER75% similar
$30/mo Pro
Project Airframe Operations
● OTHER73% similar
no public price
Foxbridge
● OTHER71% similar
no public price
Mcpulse
● OTHER71% similar
$49/mo Pro
Пакунок
● OTHER71% similar
no public price
Dominion Observatory
● OTHER70% similar
$29 one-time Pro
not monthly-comparable
mcpspan
● OTHER70% similar
no public price
AAgents3Ranked by similarity
Pikoclaw
● AGENT72% similar
no public price
Armature
● AGENT71% similar
no Pro plan
entry $5000/mo
Premiere Playback Investigator
● AGENT70% similar
no public price
AAPIs1Ranked by similarity
MCP Server Quality Corpus
● API70% similar
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.