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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
$29
across 2 priced MCP servers
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
42nd pctile
47 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$15/mo
1 priced · $15–$15 mid 50%
MCP servers · Pro median
$29/mo
2 priced · $24–$34 mid 50%

Agents cost 0.5× MCP servers at the Pro tier.

Price spectrum · Pro plans · 3 of 6 providers priced · log scale · $15 → $39/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 servers30Ranked by relevance
sunbeam_memorythis listing
● MCP · relevance 100%
no public price
directory_indexer
● MCP · relevance 79%
no public price
BrainTube
● MCP · relevance 77%
no Pro plan
entry $10/mo
mitosis
● MCP · relevance 77%
$39/mo Pro
+34% vs Pro median
KN
knowledge_base_mcp_server
● MCP · relevance 75%
no Pro plan
entry $10/mo
KnowDrive MCP
● MCP · relevance 73%
no public price
ontomics
● MCP · relevance 73%
no public price
git_mimir
● MCP · relevance 72%
no public price
mcp_raganything
● MCP · relevance 72%
no public price
code_memory
● MCP · relevance 71%
no public price
Personal Knowledge-Base MCP Server
● MCP · relevance 71%
no public price
mcp_local_rag_2
● MCP · relevance 71%
no public price
Corpus
● MCP · relevance 71%
no public price
agentgraph_server
● MCP · relevance 71%
no public price
repobase
● MCP · relevance 71%
no public price
AgentBay
● MCP · relevance 71%
no public price
cowork_semantic_search
● MCP · relevance 71%
no public price
Quelvio
● MCP · relevance 71%
no Pro plan
entry $10/mo
contextmcp
● MCP · relevance 70%
no public price
Lano-enterprise-mcp
● MCP · relevance 70%
no public price
mcp_local_memory
● MCP · relevance 70%
no public price
omniclip_rag
● MCP · relevance 69%
no public price
obsidian_graph
● MCP · relevance 69%
no public price
graphmind
● MCP · relevance 69%
$19/mo Pro
-34% vs Pro median
Local Research Library MCP
● MCP · relevance 69%
no public price
mcp_documentation_server
● MCP · relevance 68%
no public price
gnosis_mcp
● MCP · relevance 68%
no public price
knowledgegraph_mcp
● MCP · relevance 68%
no public price
supermem
● MCP · relevance 68%
no public price
VeloxRAG
● MCP · relevance 68%
no public price
AAgents8Ranked by relevance
secondbrain
● AGENT · relevance 78%
no public price
x_bookmarks
● AGENT · relevance 74%
no public price
ancher
● AGENT · relevance 73%
$15/mo Pro
root_kg
● AGENT · relevance 72%
no public price
distillery
● AGENT · relevance 71%
no public price
opennote
● AGENT · relevance 71%
no public price
Khoj
● AGENT · relevance 70%
no public price
awaek
● AGENT · relevance 69%
no public price
OOther9Ranked by relevance
bkmr
● OTHER · relevance 76%
no public price
AI Knowledge Base
● OTHER · relevance 75%
no public price
vector_knowledge_base
● OTHER · relevance 75%
no public price
kmm_plugin
● OTHER · relevance 72%
no public price
knowledge_graph_skill
● OTHER · relevance 71%
no public price
scribe_2
● OTHER · relevance 70%
no public price
QMD
● OTHER · relevance 70%
no public price
Infobroker
● OTHER · relevance 69%
no public price
chatcrystal
● OTHER · relevance 68%
no public price
FFrameworks3Ranked by relevance
kappa_graph
● FRAMEWORK · relevance 74%
no public price
flexible_graphrag_2
● FRAMEWORK · relevance 69%
no public price
swarmvault
● FRAMEWORK · relevance 68%
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.