~indexresearch-knowledge-workliterature-review · 16niche intel · updated daily

Literature Review

sparse·market pulse 49/100·enterprise money present · 11 new builders in 30d·16 listings·7 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
16 listings▲ +7 this week
Agents
8
0482026-05-14 · 12026-05-16 · 42026-05-18 · 52026-07-04 · 62026-07-10 · 8
MCP servers
5
0352026-06-19 · 32026-07-11 · 42026-07-16 · 5

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
no priced listings
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 $18/mo · 3 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 $270/mo · 2 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 $2,500/mo · 3 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% · thin dataPrices were stable across 2 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 4 listings with observed public pricing — median cheapest paid entry $22/mo, 75% free/freemium entry.

Free$0
2 free
Pro$18/mo
3 pricestypical range $14$24
Team / SME$270/mo
2 pricestypical range $260$280
Enterprise$2,500/mo
1 price
Billing mix
How this niche charges

Billing model across the 4 listings with observed public pricing.

Freemium
3 (75%)
Subscription
1 (25%)
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

16 agents tracked in this niche — most upvoted first.

enago_read logo
@enago_read
AI-powered research assistant that helps academics and researchers conduct literature reviews by providing intelligent summaries, key insights, paper discovery from 200M+ database, and real-time copilot chat for deeper understanding of research papers.
no public price· commercial agent product
seerai logo
@seerai
AI research assistant plugin for Zotero 9. Chat with papers, extract structured data, run systematic reviews, federated search, RAG, and OCR. Includes standalone MCP server and agentic capabilities.
free tier · from $4/mo· github project
yangg40_scholar_feed logo
@yangg40_scholar_feed
Search 600,000+ CS/AI/ML research papers with LLM-generated novelty analysis, without leaving Claude Code, Cursor, or any MCP client. Built for researchers running a literature review where they already work: search, trace citations, pull full text, and export BibTeX in the same
free tier · from $9/mo· mcp server
exatoshi_autosearch logo
@exatoshi_autosearch
PRISMA 2020 systematic reviews as MCP tools — 8 scholarly sources, live Crossref DOI verification, IMRAD paper generation. Published benchmark: 0 fabricated DOIs.
free tier · from $29/mo· mcp server
paperpiggy logo
@paperpiggy
An MCP server and research application that helps AI agents work with literature libraries, verify citations and claims, add page-level references, and build a cumulative research Wiki for law and social science researchers.
· mcp server
atroposhealth_agent logo
@atroposhealth_agent
Atropos Evidence™ Agent is an AI agent for life-science professionals that helps extract and synthesize evidence from scientific literature. It is designed to assist with tasks such as literature reviews, evidence synthesis, and staying updated on the latest research.
no public price· commercial agent product
CC
@cyanheads_crossref_mcp_server
Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API.
no public price· mcp server
laser_ai logo
@laser_ai
AI-powered evidence synthesis platform that accelerates systematic reviews with 45% faster screening and 53% faster data extraction. Used for clinical guideline development and living systematic reviews with API-first architecture.
no public price· commercial agent product
HV
@hamid_vakilzadeh_mcpsemanticsc
The server provides immediate access to millions of academic papers through Semantic Scholar and arXiv, enabling AI-powered research with comprehensive search, citation analysis, and full-text PDF extraction from multiple sources (arXiv and Wiley open-access). - No API key is r
no public price· mcp server
corvus_agent logo
@corvus_agent
AI research assistant that helps with literature review, data analysis, and academic research workflows.
no public price· commercial agent product
literature_review_skill logo
@literature_review_skill
An 8-phase agent swarm system for systematic academic literature surveys. Automates search across CNKI, Web of Science, ScienceDirect, and PubMed with deduplication, analysis, and GB/T 7714-2015 formatted output.
no public price· github project
sciatlas logo
@sciatlas
Graph-backed literature search and research platform designed for scientific AI workflows, enabling researchers to discover papers and build knowledge graphs.
no public price· agent platform

see all 16 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.