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Market around Sunbeam Memory

Local MCP server that provides semantic search over personal knowledge—stores facts, code, notes, and documents with vector embeddings. Watches directories for auto-ingestion and works with Claude Desktop or as remote HTTP server.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Sunbeam Memory · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Sunbeam Memory doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
56th pctile
15 competing vendors
Comparable listings · 30d
Flat
based on 3 comparable products with price history
Price spectrum · Pro plans · 3 of 4 providers priced · log scale · $15 → $499/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)Sunbeam Memory has no comparable Pro price — not plotted

Products in this market

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

MMCP servers32Ranked by similarity
Sunbeam Memorythis listing
● MCP
no public price
Directory Indexer
● MCP79% similar
no public price
BrainTube
● MCP77% similar
no public price
Mitosis
● MCP77% similar
no public price
KN
Knowledge Base
● MCP75% similar
no public price
ColdState
● MCP75% similar
$499/mo Pro
kb
● MCP74% similar
no public price
KnowDrive MCP
● MCP73% similar
no public price
Ontomics
● MCP73% similar
no public price
semdex
● MCP73% similar
no public price
Git Mimir
● MCP72% similar
no public price
Synapse Vault
● MCP72% similar
no public price
Brain Template
● MCP72% similar
no public price
Mcp Raganything
● MCP72% similar
no public price
Strata
● MCP72% similar
no public price
kbdb
● MCP72% similar
no public price
Homestead
● MCP72% similar
no public price
Code Memory
● MCP71% similar
no public price
Personal Knowledge-Base MCP Server
● MCP71% similar
no public price
Mcp Local Rag 2
● MCP71% similar
no public price
CO
Corpus
● MCP71% similar
no public price
Contour
● MCP71% similar
no public price
Agentgraph
● MCP71% similar
no public price
Repobase
● MCP71% similar
no public price
ResearchMind MCP
● MCP71% similar
no public price
Aurelius
● MCP71% similar
no public price
Knowledge Base
● MCP71% similar
no public price
Semlith
● MCP71% similar
$299/mo Pro
AgentBay
● MCP71% similar
no public price
Cowork Semantic Search
● MCP71% similar
no public price
Quelvio
● MCP71% similar
no Pro plan
entry $10/mo
NotedThat
● MCP70% similar
no public price
AAgents9Ranked by similarity
Secondbrain
● AGENT78% similar
no public price
KnowledgeDiver
● AGENT76% similar
no public price
X Bookmarks
● AGENT74% similar
no public price
Telomi
● AGENT74% similar
no public price
KnowledgeAgent
● AGENT74% similar
no public price
Ancher
● AGENT73% similar
$15/mo Pro
Root Kg
● AGENT72% similar
no public price
Distillery
● AGENT71% similar
no public price
Opennote
● AGENT71% similar
no public price
OOther7Ranked by similarity
Gogol
● OTHER77% similar
no public price
Bkmr
● OTHER76% similar
no public price
AI Knowledge Base
● OTHER75% similar
no public price
Vector Knowledge Base
● OTHER75% similar
no public price
DocsMint
● OTHER74% similar
no public price
Kmm Plugin
● OTHER72% similar
no public price
Knowledge Graph Skill
● OTHER71% similar
no public price
FFrameworks1Ranked by similarity
Kappa Graph
● FRAMEWORK74% similar
no public price
PPlatforms1Ranked by similarity
NodAgent
● PLATFORM70% 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.