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Market around Personal Knowledge-Base MCP Server

Open-source multi-tenant MCP server and web app for semantic search across personal PDF, Markdown, and TXT document collections, using FastMCP, Qdrant, and embedding models.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Personal Knowledge-Base MCP Server · Pro
No Pro plan
—
Pro-MCP server median
$29
across 8 priced MCP servers
vs Pro MCP servers
No comparison
Personal Knowledge-Base MCP Server doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
38th pctile
39 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$12.99/mo
1 priced · $12.99–$12.99 mid 50%
MCP servers · Pro median
$29/mo
8 priced · $26.75–$34.75 mid 50%

Agents cost 0.4× MCP servers at the Pro tier.

Price spectrum · Pro plans · 8 of 10 providers priced · log scale · $4.99 → $49/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)Personal Knowledge-Base MCP Server has no comparable Pro price — not plotted

Products in this market

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

MMCP servers43Ranked by relevance
Personal Knowledge-Base MCP Serverthis listing
● MCP · relevance 100%
no public price
MCP RAG Server
● MCP · relevance 77%
no public price
mcp_documentation_server
● MCP · relevance 75%
no public price
cowork_semantic_search
● MCP · relevance 74%
no public price
doc4d
● MCP · relevance 74%
no public price
agent_fusion
● MCP · relevance 73%
no public price
dock-ai
● MCP · relevance 73%
no public price
Space Frontiers
● MCP · relevance 73%
$20/mo Pro
-31% vs Pro median
obsidian_graph
● MCP · relevance 73%
no public price
Corpus
● MCP · relevance 72%
no public price
matryoshka
● MCP · relevance 71%
no public price
sunbeam_memory
● MCP · relevance 71%
no public price
Knowledge Raven
● MCP · relevance 71%
$29/mo Pro
0% vs Pro median
omniclip_rag
● MCP · relevance 71%
no public price
DocSift
● MCP · relevance 71%
no public price
Local Research Library MCP
● MCP · relevance 71%
no public price
LittleLibrary
● MCP · relevance 71%
no public price
OpenCode Document RAG MCP
● MCP · relevance 70%
no public price
pdf_mcp
● MCP · relevance 70%
no public price
AL
alexandria
● MCP · relevance 70%
no public price
zotseek
● MCP · relevance 70%
no public price
Toolbelt
● MCP · relevance 70%
$29/mo Pro
0% vs Pro median
docimprint
● MCP · relevance 69%
$29/mo Pro
0% vs Pro median
ken
● MCP · relevance 69%
no public price
Urantia Papers
● MCP · relevance 69%
no public price
mdflow
● MCP · relevance 69%
$4.99/mo Pro
-83% vs Pro median
flexorch_mcp
● MCP · relevance 69%
$30/mo Pro
+3% vs Pro median
pdf_mcp_2
● MCP · relevance 69%
no public price
BrainTube
● MCP · relevance 69%
no Pro plan
entry $10/mo
webdocs_mcp
● MCP · relevance 69%
no public price
nutrient_document_engine_mcp
● MCP · relevance 68%
no public price
local_faiss_mcp
● MCP · relevance 68%
no public price
alpha_sense_developer
● MCP · relevance 68%
no public price
Marrine RAG MCP Server
● MCP · relevance 68%
no public price
codesearch
● MCP · relevance 68%
no public price
llmtomd
● MCP · relevance 68%
$49/mo Pro
+69% vs Pro median
Disk.Brain
● MCP · relevance 68%
no public price
seeklink
● MCP · relevance 68%
no public price
ragmark
● MCP · relevance 68%
no public price
fetchive
● MCP · relevance 68%
no public price
mnemodoc_server
● MCP · relevance 68%
no public price
DO
docpull
● MCP · relevance 67%
no public price
neuroncite
● MCP · relevance 67%
no public price
OOther4Ranked by relevance
vector_knowledge_base
● OTHER · relevance 70%
no public price
Local RAG MCP
● OTHER · relevance 69%
no public price
QMD
● OTHER · relevance 68%
no public price
dsh-doc
● OTHER · relevance 68%
no public price
AAPIs1Ranked by relevance
moss
● API · relevance 69%
no Pro plan
entry $30/mo
AAgents2Ranked by relevance
aiagentdocs
● AGENT · relevance 68%
$12.99/mo Pro
Box Agent
● AGENT · 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.