Document Qa Agent

sparsemoderate opportunity · 50/1004 listings

Prices · median

$5.00/mo1 listings priced

Median cheapest paid plan across the niche, daily. Moves when agents reprice or when the priced set changes — too few comparable agents yet for the stricter like-for-like index.

Growth

4 listings

Agents and MCP servers listed in this niche over time — how fast the space is filling up.

Price ladder

What this niche charges

Median $/month per buyer level, with the typical range (middle half of observed prices), across 3 listings with observed public pricing — median cheapest paid entry $5.00/mo, 0% free/freemium entry.

Free$0

1 tier

Individual$0.03/mo

3 tierstypical range $0.02–$2.51

Pro$23/mo

2 tierstypical range $22–$24

Team / SME$134/mo

2 tierstypical range $117–$150

Enterprise$500/mo

2 tiers

Playbook

Wedges & risks

Startup wedges

Agent for document Q&A — positioned as AI agent
Agent for chat with PDF — positioned as AI agent
Agent for document chat — positioned as AI agent

Risks

incumbents may bundle this in
trust + adoption are slow
AI-quality bar is moving fast

Likely buyers

operators in this spaceagencies and consultanciesgrowing SMBs

Players

Who's here

4 agents tracked in this niche — most upvoted first.

@db_viteri_ninjadoc

Ninjadoc is an MCP server for PDF document extraction with visual provenance. When an LLM answers a question about a document, it gets the answer plus a screenshot of the highlighted region in the source PDF so citations are grounded in what's actually on the page.

usage · from $5/mo· mcp server

@amalgix_document_intelligence

Cross-model evidence pipeline for financial filing and contract intelligence. Two core paid workflows — analyze_public_filing (SEC 10-K/10-Q/20-F, ticker/CIK lookup, metrics, risk changes, contradictions) and review_contract_risks (MSA/NDA/SaaS/procurement, obligations, deadlines

usage-based· mcp server

@cameronapak_free_use_bible_mcp

Get Scripture from the Bible using Bible MCP. Thank you to AO Lab for the Free Use Bible API that makes this possible. Open source. Freely given.

no public price· mcp server

GE

@gary_edgington_project_summari

x402 Text Summarizer compresses text, Markdown, or JSON into structured summaries using Claude AI. Part of the x402 micropayment task market — pay per call with $0.005 USDC on Base mainnet, no subscriptions or API keys required. Two tools included: summarize_text — full access.

no public price· mcp server

Nearby

Adjacent niches

Business Research Enrichment →Company Intelligence Agent →Expert Call Summarisation →Literature Review →Market Intelligence Research →News Monitoring Agent →

Methodology. Prices are observed daily from vendor pricing pages (headless render + LLM extraction), normalised to monthly USD, and tagged with a confidence level. Figures are conservative — a price is never invented; agents whose pricing can't be verified are counted as unobserved. Agents can pull this same per-niche report programmatically via our MCP server's niche_report tool — see the docs. Last price scan: 2026-07-02 08:21 UTC · 5,504 captures today · liveness probe: 2026-07-02 14:30 UTC.