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Market around K-Lake

A self-hosted retrieval platform that connects existing file shares and storage to AI assistants. It preserves permissions, keeps indexing inside the organization’s infrastructure, supports air-gapped deployments, and provides cited answers.

Visit zegress.ai ↗Pricing page ↗
Pricing (2 buyer tiers · 4 plans)
As parsed from zegress.ai/index.html on 2026-11-10.

Explore the market

Prices and medians update for the tier you select.

Compare at
K-Lake · SME / Team
$150/mo
Small plan
SME / Team-platform median
—
insufficient comparable pricing
vs SME / Team platforms
Insufficient
comparable pricing
ⓘ Comparisons are same provider type (platform) and same buyer tier (SME / Team). Never across tiers.
Market density
62nd pctile
280 competing vendors
Comparable listings · 30d
—
Price spectrum · SME / Team plans · 3 of 9 providers priced · log scale · $29 → $199/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)large ringed dot = K-Lake ($150/mo)

Products in this market

Ranked by how closely each one matches K-Lake's job. Prices show each provider's SME / Team state; entry prices are labelled as such. Unpriced products still belong to the market.

PPlatforms9Ranked by similarity
K-Lakethis listing
● PLATFORM
$150/mo SME / Team
PremAgentic
● PLATFORM84% similar
no public price
PipesHub
● PLATFORM75% similar
no public price
KnowVault
● PLATFORM75% similar
no public price
AnythingLLM
● PLATFORM74% similar
no SME / Team plan
entry $50/mo
Salt Md
● PLATFORM72% similar
no public price
Geistra
● PLATFORM72% similar
no SME / Team plan
entry $24/mo
CAEVES
● PLATFORM72% similar
no public price
Qind
● PLATFORM72% similar
no SME / Team plan
entry $6/mo
MMCP servers36Ranked by similarity
DiscoDrive
● MCP83% similar
no public price
FileLens
● MCP77% similar
no public price
Stream Vessel Sv
● MCP76% similar
no public price
gopan
● MCP75% similar
no public price
Rig Bridge
● MCP75% similar
no public price
Bounded Filesystem MCP
● MCP75% similar
no public price
OpenHoard
● MCP75% similar
no public price
Directory Indexer
● MCP75% similar
no public price
Kobel
● MCP75% similar
$29/mo SME / Team
Duzen-Baz
● MCP74% similar
no public price
Hister
● MCP74% similar
no public price
Data To Ai
● MCP74% similar
no SME / Team plan
entry $14/mo
MCP Filesystem Server
● MCP74% similar
no public price
MCP KB Server
● MCP74% similar
no public price
DeviceLink
● MCP74% similar
no public price
OpsGates Agent
● MCP74% similar
no public price
FamRelay
● MCP74% similar
no public price
Tisty
● MCP73% similar
no public price
CodeDebut
● MCP73% similar
$149 usage SME / Team
not monthly-comparable
Code Index MCP
● MCP73% similar
no public price
DF-MCP
● MCP73% similar
no public price
Github Code Rag
● MCP73% similar
no public price
searchcode.ai
● MCP73% similar
$199/mo SME / Team
Siglata MCP
● MCP72% similar
no public price
Lattice Vault
● MCP72% similar
no public price
Sovereign AI Blog
● MCP72% similar
no public price
SrcLog
● MCP72% similar
no public price
FastMCP Filesystem Server
● MCP72% similar
no public price
NotebookLM Retrieval MCP
● MCP72% similar
no public price
Personal Context MCP
● MCP72% similar
no public price
chromium-sync-mcp
● MCP72% similar
no public price
Neuroncite
● MCP72% similar
no public price
Switchboard
● MCP72% similar
no public price
Homestead
● MCP72% similar
no public price
Real Alpha
● MCP72% similar
no public price
The Drive AI MCP
● MCP72% similar
no SME / Team plan
entry $20/mo
OOther2Ranked by similarity
IMALI Commander
● OTHER80% similar
no public price
Agent Reach
● OTHER73% similar
no public price
FFrameworks3Ranked by similarity
NeoCore
● FRAMEWORK74% similar
no public price
ctxd
● FRAMEWORK73% similar
no public price
Syne
● FRAMEWORK73% 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.