Market around Ragstar

Open-source AI data analyst for dbt projects. It builds a knowledge base from dbt model documentation and answers data questions in natural language through a web dashboard or Slack, using LLMs and a remote MCP server.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

Ragstar · Pro

No Pro plan

—

Pro-agent median

$76.5

across 4 priced agents

vs Pro agents

No comparison

Ragstar doesn't sell Pro

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

Market density

22nd pctile

20 competing vendors

Comparable listings · 30d

—

Agents · Pro median

$76.5/mo

4 priced · —–— mid 50%

Price spectrum · Pro plans · 9 of 16 providers priced · log scale · $16.58 → $500/mo

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

Products in this market

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

AAgents9Ranked by similarity

Ragstarthis listing

● AGENT

no public price

Embedai Knowledge Search

Omniagent Ai Data Analyst

MMCP servers3Ranked by similarity

FFrameworks1Ranked by similarity

Spec-Lock-Diff

● FRAMEWORK70% 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.