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Market around ko-qmd

A local hybrid search engine for Korean Markdown notes and Obsidian vaults. It combines BM25, Hangul bigram search, Qwen3 embeddings, and reranking, and exposes CLI, MCP server, REST, and TypeScript SDK interfaces for AI agents.

Visit github.com ↗

Explore the market

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

Compare at
ko-qmd · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
ko-qmd doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
56th pctile
180 competing vendors
Comparable listings · 30d
—

No providers in this market have a Pro-tier plan — try another tier.

Products in this market

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

OOther11Ranked by similarity
ko-qmdthis listing
● OTHER
no public price
Vectrize
● OTHER79% similar
no public price
QMD
● OTHER78% similar
no public price
GraphRAG
● OTHER77% similar
no public price
Cyberbrain
● OTHER77% similar
no public price
Llm Knowledge Base Blueprint
● OTHER75% similar
no public price
rag-memory-mcp
● OTHER74% similar
no public price
Molio
● OTHER74% similar
no public price
Enzyme
● OTHER74% similar
no public price
chubbyskills
● OTHER73% similar
no public price
Never4gA
● OTHER73% similar
no public price
MMCP servers39Ranked by similarity
Obsidian Hybrid RAG MCP Server
● MCP82% similar
no public price
Seeklink
● MCP82% similar
no public price
Context Layer
● MCP81% similar
no public price
Engram + Karpathy LLM Wiki
● MCP80% similar
no public price
Markdown Locker
● MCP80% similar
no public price
Phygital Engram
● MCP79% similar
no public price
Second Brain MCP
● MCP79% similar
no public price
Obsidian CRUD MCP
● MCP79% similar
no public price
Gnosis MCP
● MCP79% similar
no public price
Synapse Vault
● MCP78% similar
no public price
Ragmark
● MCP78% similar
no public price
Skillgesture
● MCP78% similar
no public price
markdown-memory
● MCP77% similar
no public price
Mio Memory
● MCP77% similar
no public price
Keepygaga RAG
● MCP77% similar
no public price
Obsidian Knowledge MCP
● MCP77% similar
no public price
NotedThat
● MCP76% similar
no public price
Vaults Hub
● MCP76% similar
no public price
DocRelay
● MCP76% similar
no public price
Obsidian Semantic MCP
● MCP76% similar
no public price
Obsidian Graph
● MCP76% similar
no public price
OpenCode Document RAG MCP
● MCP75% similar
no public price
Awareness Local
● MCP75% similar
no Pro plan
entry $17/mo
apex-memory
● MCP75% similar
no public price
Lemory
● MCP75% similar
no public price
anyscribe
● MCP75% similar
no public price
Mcp Documentation
● MCP75% similar
no public price
DocSift
● MCP75% similar
no public price
MCP Server for Obsidian
● MCP75% similar
no public price
Ulysses Obsidian MCP
● MCP75% similar
no public price
LiteContext CLI
● MCP74% similar
no public price
okc-mcp
● MCP74% similar
no public price
Monet
● MCP74% similar
no public price
Obsidian Vault Bridge
● MCP74% similar
no public price
Papyrus
● MCP74% similar
no public price
Solomd
● MCP74% similar
no public price
Mnē-MCP
● MCP74% similar
no public price
gosidian
● MCP74% similar
no public price
Mcpvault
● MCP73% similar
no public price

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