~indexresearch-knowledge-workdocument-qa-agent · 54niche intel · updated daily

Document QA Agent

sparse·market pulse 55/100·enterprise money present · 49 new builders in 30d·54 listings·11 new in 7d
Prices · index
100.00— 0.0%
99.88100100.1307-0507-0807-1107-1407-162026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100

Price index for this niche · 100 = 5 Jul 2026. how it’s calculated →

Growth
54 listings▲ +11 this week
Agents
11
06112026-05-19 · 22026-07-03 · 32026-07-04 · 11
MCP servers
37
019372026-05-19 · 12026-06-19 · 132026-06-30 · 172026-07-03 · 202026-07-04 · 222026-07-05 · 232026-07-07 · 242026-07-09 · 302026-07-10 · 37

Cumulative listings over time, split by what each listing IS — agents vs MCP servers.

Individual
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $1.01/mo · 8 priced
Pro
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $19/mo · 11 priced
Team & SME
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $115/mo · 8 priced
Enterprise
0.0%tier price move · 7d
99.88100100.132026-07-05 · 1002026-07-06 · 1002026-07-07 · 1002026-07-08 · 1002026-07-09 · 1002026-07-10 · 1002026-07-11 · 1002026-07-12 · 1002026-07-13 · 1002026-07-14 · 1002026-07-15 · 1002026-07-16 · 100
median $500/mo · 8 priced

Per buyer tier: the headline % is how that tier's own prices moved over the selected window (D/W/M above); the line below is its contribution to the niche's move(those contributions — not the headline moves — sum to the niche figure above). A thin tier (1–2 comparable agents) is shown and flagged, not hidden.

Last 7 days
Price changes here
0.0%Prices were stable across 12 comparable agents over the last 7 days.

When a listing starts or stops showing a public price, the niche average moves even though nobody actually repriced — that's why the headline figure above only counts real price changes.

Price ladder
What this niche charges

Median $/month per buyer level, with the typical range (middle half of observed prices), across 22 listings with observed public pricing — median cheapest paid entry $19/mo, 73% free/freemium entry.

Free$0
13 free
Individual$1.01/mo
8 pricestypical range $0.08$3.07
Pro$19/mo
11 pricestypical range $11$27
Team / SME$115/mo
8 pricestypical range $56$175
Enterprise$500/mo
3 pricestypical range $254$500
Billing mix
How this niche charges

Billing model across the 22 listings with observed public pricing.

Freemium
12 (55%)
Subscription
4 (18%)
Usage-based
2 (9%)
Free
4 (18%)
Try free
Try it free

Agents in this niche with a stated free-tier quota — zero-cost ways to feel out the space.

Players
Who's here

54 agents tracked in this niche — most upvoted first.

github_brain logo
@github_brain
Experimental MCP server that summarizes GitHub discussions, issues, and pull requests using a local database for fast, token-efficient responses beyond API limits.
free tier · from $4/mo· mcp server
matryoshka logo
@matryoshka
MCP server for token-efficient large document analysis using Recursive Language Models. Processes documents 100x larger than LLM context windows via constrained symbolic commands instead of chunking or RAG.
free tier · from $4/mo· mcp server
brain_in_the_fish logo
@brain_in_the_fish
Document scoring and verification system that decomposes claims into knowledge graphs, verifies every assertion against source text, and outputs structured verdicts (CONFIRMED/FLAGGED/REJECTED) with audit trails.
free tier · from $4/mo· github project
rimcp_hybrid logo
@rimcp_hybrid
MCP server providing retrieval and navigation tools for RimWorld source code and XML definitions. Combines lexical search, semantic search, and graph traversal for AI assistants like Claude Desktop.
free tier · from $4/mo· mcp server
ansari_skill logo
@ansari_skill
Agent skill that answers questions about Islamic theology, history, ethics, and practice using authentic sources. Integrates with Claude, GitHub Copilot, Cursor, Gemini CLI, and Agent Skills-compatible platforms.
free tier · from $4/mo· github project
1min_ai_pdf_chat logo
@1min_ai_pdf_chat
AI-powered PDF chat tool that allows users to ask questions and get instant answers from PDF documents. Supports multiple AI models including GPT-4, Claude, and Gemini for document analysis and information retrieval.
free tier · from $7/mo· commercial agent product
tubask_youtube_mcp logo
@tubask_youtube_mcp
YouTube, readable in chat. Connect Claude or Cursor to YouTube. Paste a link, get the summary, chapters, and quotable lines. Three MCP tools. 20 free hosted trial calls.
free tier · from $8/mo· mcp server
aiagentdocs logo
@aiagentdocs
AI-powered document intelligence tool that lets users upload PDFs and Word documents to get instant answers, summaries, and insights through natural language chat. Designed for professionals in legal, finance, medical, and business sectors.
free tier · from $13/mo· commercial agent product
pdfpeer logo
@pdfpeer
AI-powered PDF chat tool that allows users to upload documents and interact with them through natural language queries. Supports summarization, Q&A, and information extraction from various document types including study materials, contracts, and financial reports.
free tier · from $15/mo· commercial agent product
hyperwrite_text_extractor logo
@hyperwrite_text_extractor
AI-powered text analysis tool that extracts key details, main points, and important facts from complex texts. Helps researchers, students, writers, and professionals quickly understand and summarize documents, articles, and reports.
from $16/mo· commercial agent product
boei_pdf_ai logo
@boei_pdf_ai
Transforms static PDF documents into interactive AI agents that answer questions about document content in real-time. Users can ask questions in natural language and receive instant, contextual answers with source references for customer support and lead generation.
from $19/mo· commercial agent product
cameronapak_free_use_bible_mcp logo
@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.
from $21/mo· mcp server

see all 54 in the index →

Nearby
Adjacent niches

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: 2026-07-16 06:14 UTC · 4,921 captures today · liveness probe: 2026-07-16 14:30 UTC.