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Market around AskDocs

An open-source documentation Q&A system that uses hybrid BM25 and embedding retrieval to generate answers with verified citations. It supports Markdown, text, and PDF files and exposes search and document tools through MCP.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
AskDocs · Pro
No Pro plan
—
Pro-MCP server median
$29
across 3 priced MCP servers
vs Pro MCP servers
No comparison
AskDocs doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
77th pctile
39 competing vendors
Comparable listings · 30d
Flat
based on 6 comparable products with price history
MCP servers · Pro median
$29/mo
3 priced · —–— mid 50%
Price spectrum · Pro plans · 4 of 5 providers priced · log scale · $6.5 → $49/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)AskDocs has no comparable Pro price — not plotted

Products in this market

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

MMCP servers39Ranked by similarity
AskDocsthis listing
● MCP
no public price
Wiki RAG MCP
● MCP82% similar
no public price
Mcp Documentation
● MCP82% similar
no public price
etAI
● MCP81% similar
no public price
DocRelay
● MCP80% similar
no public price
Docs Search MCP
● MCP80% similar
no public price
Gnosis MCP
● MCP80% similar
no public price
llmtomd
● MCP79% similar
$49/mo Pro
+69% vs Pro median
okbase
● MCP79% similar
no public price
MCP Documentation
● MCP79% similar
no public price
Papyrus
● MCP79% similar
no public price
BM25 MCP Server
● MCP78% similar
no public price
NotedThat
● MCP78% similar
no public price
Company Brain
● MCP78% similar
no public price
markdown-memory
● MCP78% similar
no public price
Citepath
● MCP78% similar
no public price
Pulpie MCP
● MCP78% similar
no public price
DocSift
● MCP77% similar
no public price
read4all
● MCP77% similar
no public price
文渊
● MCP77% similar
no public price
Space Frontiers
● MCP77% similar
no public price
RAG MCP Lab
● MCP77% similar
no public price
Docfork
● MCP77% similar
no public price
Caos Cerebro
● MCP76% similar
no public price
Dibri
● MCP76% similar
$29/mo Pro
0% vs Pro median
Perplexity Search
● MCP76% similar
no public price
Agent Fusion
● MCP76% similar
no public price
RAG as MCP
● MCP76% similar
no public price
Marrine RAG MCP Server
● MCP76% similar
no public price
ForgeMesh Library
● MCP76% similar
no public price
refdocs
● MCP76% similar
no public price
PrintFriendly MCP
● MCP76% similar
no public price
CiteDock
● MCP76% similar
no public price
Silk
● MCP76% similar
no public price
Citewell
● MCP75% similar
no public price
Knowledge Raven
● MCP75% similar
$29/mo Pro
0% vs Pro median
Local Research Library MCP
● MCP75% similar
no public price
rag-starter
● MCP75% similar
no public price
Markdown Locker
● MCP75% similar
no public price
AAgents6Ranked by similarity
Techdocs Agent
● AGENT84% similar
no public price
KnowledgeAgent
● AGENT78% similar
no public price
Boei Pdf Ai
● AGENT77% similar
no Pro plan
entry $19/mo
RAG Agent
● AGENT76% similar
no public price
1min Ai Pdf Chat
● AGENT75% similar
$6.5/mo Pro
Enterprise RAG Agent
● AGENT75% similar
no public price
OOther2Ranked by similarity
Local Docs Retriever
● OTHER76% similar
no public price
QMD
● OTHER75% similar
no public price
AAPIs1Ranked by similarity
AgentUtil Docs
● API76% similar
no public price
PPlatforms2Ranked by similarity
notebook
● PLATFORM76% similar
no public price
Kapa
● PLATFORM75% 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.