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Market around mcp-docs-ask

An MCP server for local retrieval over Markdown documentation stored in filesystem paths or Git repositories. It provides grounded passages and citations for MCP hosts such as Cursor and Claude, without generating answers itself.

Visit pypi.org ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
mcp-docs-ask · Pro
No Pro plan
—
Pro-MCP server median
$39
across 6 priced MCP servers
vs Pro MCP servers
No comparison
mcp-docs-ask doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
48th pctile
10 competing vendors
Comparable listings · 30d
Flat
based on 3 comparable products with price history
MCP servers · Pro median
$39/mo
6 priced · $18.5–$72.25 mid 50%
Price spectrum · Pro plans · 6 of 14 providers priced · log scale · $4 → $250/mo
MCP servers◻ shaded = middle 50% · line = median (all types)mcp-docs-ask has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches mcp-docs-ask'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
mcp-docs-askthis listing
● MCP · relevance 100%
no public price
MA
Markdown Downloader
● MCP · relevance 80%
no Pro plan
entry $10/mo
notation
● MCP · relevance 79%
no public price
file2markdown MCP
● MCP · relevance 77%
no public price
engram_5
● MCP · relevance 75%
no public price
mcp_web_reader
● MCP · relevance 75%
no public price
Markdown Locker
● MCP · relevance 75%
no public price
OR
OrchestKit Docs MCP
● MCP · relevance 74%
no Pro plan
entry $10/mo
Papyrus
● MCP · relevance 74%
no public price
SM
smry_public_reader
● MCP · relevance 74%
$80/mo Pro
+105% vs Pro median
stitchapi_docs
● MCP · relevance 74%
no public price
DO
Documentation Context Provider
● MCP · relevance 74%
no Pro plan
entry $10/mo
mcp_obsidian_4
● MCP · relevance 74%
no public price
agent_web_fetch
● MCP · relevance 74%
no public price
document_mcp_server
● MCP · relevance 73%
no public price
solomd
● MCP · relevance 73%
no public price
docbin_mcp_server
● MCP · relevance 73%
$4/mo Pro
-90% vs Pro median
file2markdown
● MCP · relevance 73%
$15/mo Pro
-62% vs Pro median
zen_mcp_2
● MCP · relevance 73%
no public price
Cloudflare Browser Rendering
● MCP · relevance 72%
no Pro plan
entry $10/mo
plsreadme
● MCP · relevance 72%
no public price
Model Context Protocol
● MCP · relevance 72%
no public price
knowledge_rag
● MCP · relevance 72%
no public price
omniclip_rag
● MCP · relevance 71%
no public price
answers
● MCP · relevance 71%
no public price
obsidian_llm_wiki
● MCP · relevance 71%
no public price
knownbase
● MCP · relevance 71%
no Pro plan
entry $3/mo
SK
skillforge99
● MCP · relevance 71%
$25 usage Pro
not monthly-comparable
ragmark
● MCP · relevance 71%
no public price
Skrape MCP Server
● MCP · relevance 71%
$250/mo Pro
+541% vs Pro median
llmtomd
● MCP · relevance 71%
$49/mo Pro
+26% vs Pro median
quanticdata
● MCP · relevance 71%
no public price
Lightpaper
● MCP · relevance 70%
no public price
seeklink
● MCP · relevance 70%
no public price
Ferumind
● MCP · relevance 70%
no public price
dompruner
● MCP · relevance 70%
no public price
UR
url_to_markdown
● MCP · relevance 70%
no Pro plan
entry $10/mo
basemouse
● MCP · relevance 70%
no Pro plan
entry $29/mo
web_search
● MCP · relevance 70%
no public price
Agent Knowledge Memory Wiki
● MCP · relevance 70%
no public price
obsidian_graph
● MCP · relevance 70%
no public price
botbrowser
● MCP · relevance 70%
$29/mo Pro
-26% vs Pro median
PennyOCR MCP
● MCP · relevance 70%
no public price
OOther3Ranked by relevance
Keepygaga RAG
● OTHER · relevance 73%
no public price
read4all
● OTHER · relevance 72%
no public price
thinkwiki
● OTHER · relevance 70%
no public price
AAgents1Ranked by relevance
markinote
● AGENT · relevance 72%
no public price
PPlatforms1Ranked by relevance
OpenKnowledge
● PLATFORM · relevance 72%
no public price
FFrameworks2Ranked by relevance
swarmvault
● FRAMEWORK · relevance 71%
no public price
plasma_wiki
● FRAMEWORK · relevance 70%
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.