Market around ragtrail

An open-source trajectory cache for agentic RAG that records and reuses validated retrieval paths, invalidating them when source content changes. Available as a Python library with an MCP server.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at

ragtrail · Pro

No Pro plan

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Pro-MCP server median

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insufficient comparable pricing

vs Pro MCP servers

No comparison

ragtrail doesn't sell Pro

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

Market density

4th pctile

2 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 2 of 2 providers priced · log scale · $10 → $16/mo

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

Products in this market

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

MMCP servers1Ranked by similarity

ragtrailthis listing

● MCP

no public price

OOther2Ranked by similarity

mcp-rag-parts

● OTHER71% similar

no public price

agents2ai-agentic-rag-lab

● OTHER68% similar

no public price

AAPIs1Ranked by similarity

Warden 2

● API69% similar

no public price

Thin market — few comparable priced products; treat statistics as indicative.