Market around AIOps RAG Agent

Open-source FastAPI and LangGraph assistant for AIOps conversations, RAG knowledge-base question answering, automated fault diagnosis, and root-cause analysis. Integrates Milvus, Qwen, and MCP tools for logs and monitoring data.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

AIOps RAG Agent · Pro

No Pro plan

—

Pro-provider median

—

insufficient comparable pricing

vs Pro providers

No comparison

AIOps RAG Agent doesn't sell Pro

ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.

Market density

28th pctile

33 competing vendors

Comparable listings · 30d

—

Agents · Pro median

$64/mo

5 priced · $50–$99 mid 50%

MCP servers · Pro median

$100/mo

3 priced · —–— mid 50%

Agents cost 0.6× MCP servers at the Pro tier.

Price spectrum · Pro plans · 12 of 19 providers priced · log scale · $16.5 → $299/mo

Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)AIOps RAG Agent has no comparable Pro price — not plotted

Products in this market

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

OOther1Ranked by similarity

AIOps RAG Agentthis listing

● OTHER

no public price

AAgents13Ranked by similarity

Ai Knowledge Base Assistant

● AGENT75% similar

no Pro plan

entry $199/mo

ServiceNow ITOM AI Assistant

AI Incident Diagnosis Agent

MMCP servers2Ranked by similarity

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.