What is the best MCP server or skill for literature review?

By tashan's measured score: Exa · exa-labs, Claude Scholar, Paper Interpreter, Article Interpreter, Bettercallclaude. the score combines upkeep and freshness, gated by real adoption — every input is public and re-derivable, and no ranking position can be purchased.

Who does literature review as part of their job?

This is a process step performed by Compliance Managers, Mathematicians, per the O*NET 30.3 occupational database.

How is the ranking calculated?

From public signal only: npm download volume and publish cadence, GitHub push/release recency, contributor count, registry status, and how often a capability appears in real public agent configs. Nobody can pay to change a score, rank, or listing.

The Index · Literature review

Literature review

'Lit review' — finding and synthesising prior work. tashan measures 17 capabilities for this work and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›

#	Capability	tashan	Evidence	Health
1	Exa · exa-labs server solid Search	77	5k ★	active
2	Claude Scholar server thin Docs & Knowledge	73	5k ★	active
3	Paper Interpreter server thin Docs & Knowledge	70	700 ★	active
4	Article Interpreter server thin Communication	70	700 ★	active
5	Bettercallclaude server thin Other	62	33 ★	active
6	Sciverse server solid Search	61	70 ★	active
7	Bettercallclaude Italia server thin Other	57	41 ★	active
8	Phd Deepread server Dev Tools & CI	52	56 ★	active
9	Research Co Pilot server Productivity	47	5 ★	active
10	Arx server Dev Tools & CI	47	7 ★	active
11	Research Toolkit server Dev Tools & CI	43	2 ★	active
·	Research Summarizer skill Docs & Knowledge	not scored yet	23k ★	active
·	Grants skill Search	not scored yet	23k ★	active
·	Litreview skill Productivity	not scored yet	23k ★	active
·	Patent skill Search	not scored yet	23k ★	active
·	Research · alirezarezvani skill Search	not scored yet	23k ★	active
·	Syllabus skill Search	not scored yet	23k ★	active

Who does this work

O*NET records this as a core process step for 2 occupations, including Compliance Managers, Mathematicians.

Recorded there as: "Review professional literature to maintain professional knowledge" / "Update knowledge about emerging industry or technology trends" / "Maintain knowledge of current developments in area of expertise". We publish it under the name practitioners use.

Other work

Agent configuration Agent development Animation and generated imagery Application development Attribution Bookkeeping Browser automation Code review Content marketing Contract review Copy editing Copywriting Dashboards and reporting Data pipelines Data quality Database access Debugging Design critique Document production Exploratory data analysis Financial modelling Incident response Infrastructure and deployment Knowledge management Market analysis Messaging and email Model evaluation Observability PRDs and specs Process automation Product strategy Project management Prompt engineering Query optimisation Regulatory compliance Retrieval systems Risk assessment SEO Sales pipeline Scientific research Security review Software architecture Statistical modelling Technical documentation Test automation Training material User research Video editing Visual design Web development Web research Web scraping

Occupational data from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration, used under CC BY 4.0. tashan consolidated its process steps into the terms practitioners use; O*NET does not endorse this site.

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