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Market around Keyless Research MCP

An API-key-free MCP server for AI agents to search academic literature, retrieve paper metadata, follow citations, find related work, locate legal full text, read open-access articles, and download PDFs.

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Explore the market

Prices and medians update for the tier you select.

Compare at
Keyless Research MCP · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Keyless Research MCP doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
87th pctile
732 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$24.5/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 7 of 8 providers priced · log scale · $1.33 → $29/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Keyless Research MCP has no comparable Pro price — not plotted

Products in this market

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

OOther2Ranked by similarity
Keyless Research MCPthis listing
● OTHER
no public price
Sci Papers Downloader
● OTHER80% similar
no public price
MMCP servers40Ranked by similarity
LitSearch II
● MCP89% similar
no public price
Openalex Research
● MCP89% similar
no public price
Scholar Search
● MCP87% similar
no public price
Find Research Papers
● MCP87% similar
no public price
PaperPilot
● MCP86% similar
no public price
OpenAbstracts
● MCP86% similar
no public price
Web Researcher
● MCP86% similar
no public price
Pubmed Search Mcp 2
● MCP86% similar
no public price
Google Scholar MCP
● MCP85% similar
no public price
Paper Search
● MCP85% similar
no public price
Scopus
● MCP84% similar
no public price
Journal Scout MCP
● MCP84% similar
no public price
ForgeMesh Library
● MCP84% similar
no public price
scilib
● MCP83% similar
no public price
Scientific Papers
● MCP82% similar
no public price
Paperclip 2
● MCP82% similar
no public price
DeepResearch MCP Server
● MCP82% similar
no public price
Citeme
● MCP81% similar
$3.69/mo Pro
-85% vs Pro median
Context Awesome
● MCP81% similar
no public price
Corpuscribe
● MCP81% similar
no public price
Space Frontiers
● MCP81% similar
$20/mo Pro
-18% vs Pro median
Scopus Plus MCP
● MCP81% similar
no public price
Knowledge Engine
● MCP80% similar
no public price
SciWeave MCP Server
● MCP80% similar
no public price
SE
Semantic Scholar Academic Research MCP
● MCP80% similar
no public price
DonSeTch
● MCP80% similar
no public price
Fastcat Literature MCP
● MCP79% similar
no public price
Top Paper Retriever
● MCP79% similar
no public price
CORE Research MCP
● MCP79% similar
no public price
ArXivLens MCP
● MCP79% similar
no public price
Drillr
● MCP79% similar
$29/mo Pro
+18% vs Pro median
Jina
● MCP79% similar
no public price
Pubmedwatch
● MCP79% similar
no public price
Sophotron
● MCP79% similar
no public price
XueLab
● MCP79% similar
no public price
Arxiv
● MCP79% similar
no public price
Octagon
● MCP79% similar
$1.42/mo Pro
-94% vs Pro median
Web Search MCP
● MCP79% similar
no public price
Zenitheye Agent Commons
● MCP78% similar
no public price
Local Research Library MCP
● MCP78% similar
no public price
FFrameworks1Ranked by similarity
Scholaraio
● FRAMEWORK84% similar
no public price
AAgents5Ranked by similarity
Scienceclaw
● AGENT84% similar
no public price
Undermind
● AGENT83% similar
$1.33/mo Pro
Researchpal
● AGENT80% similar
$9/mo Pro
ResearchRabbit
● AGENT80% similar
no public price
PaperPilot
● AGENT79% similar
no public price
PPlatforms1Ranked by similarity
Papersflow
● PLATFORM81% similar
$20/mo Pro
AAPIs1Ranked by similarity
Community Skills
● API80% similar
$29 usage Pro
not monthly-comparable

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.