Reviewmetric
Connects Claude to Review Metric's 15-agent peer review pipeline for scientific manuscripts. You point it at local .docx files on your machine, and it submits them through a multi-agent analysis that checks methodology, novelty, and literature alignment, returning a 0-100 quality score. Useful when you're preparing academic papers and want rigorous automated feedback before journal submission. The service promises zero data retention, so your unpublished research isn't stored or used for training. Setup requires a Review Metric API key from their dashboard and adding the server config to Claude Desktop with your credentials.
- tools
- 14
- auth
- Secret needed
- transport
- STDIO
- env var
- 1
- last updated
- May 8, 2026
Tools
14 toolsPublic tool metadata for what this MCP can expose to an agent.
submit_manuscriptSends the .docx to the referees; returns a Run ID
Sends the .docx to the referees; returns a Run ID
No parameter schema in public metadata yet.
check_analysis_statusProgress; when done, the report, its place on the Atlas and the text fixes available
Progress; when done, the report, its place on the Atlas and the text fixes available
No parameter schema in public metadata yet.
get_report_jsonThe complete report as JSON
The complete report as JSON
No parameter schema in public metadata yet.
list_my_reviewsYour reviews with scores and Run IDs
Your reviews with scores and Run IDs
No parameter schema in public metadata yet.
get_text_fixesPreview of the fixes that need no new experiment; the exact edits once prepared
Preview of the fixes that need no new experiment; the exact edits once prepared
No parameter schema in public metadata yet.
prepare_text_fixesPrepares the edits, which Claude can then apply to your manuscript
Prepares the edits, which Claude can then apply to your manuscript
No parameter schema in public metadata yet.
search_atlasFinds discoveries and frontiers on the Atlas
Finds discoveries and frontiers on the Atlas
No parameter schema in public metadata yet.
list_frontiersThe frontiers, what they build on, who is pushing them
The frontiers, what they build on, who is pushing them
No parameter schema in public metadata yet.
place_on_atlasWhere your manuscript sits, the landmarks it cites, the frontier ahead
Where your manuscript sits, the landmarks it cites, the frontier ahead
No parameter schema in public metadata yet.
atlas_whats_newThis week's additions to the Atlas
This week's additions to the Atlas
No parameter schema in public metadata yet.
trace_pathThe chain of discoveries linking two stars
The chain of discoveries linking two stars
No parameter schema in public metadata yet.
unlock_atlas_sourcesThe paper and research group behind every star, for 30 days
The paper and research group behind every star, for 30 days
No parameter schema in public metadata yet.
account_statusRM tokens left, Atlas access, prices
RM tokens left, Atlas access, prices
No parameter schema in public metadata yet.
help_meEverything ReviewMetric can do in Claude, with examples
Everything ReviewMetric can do in Claude, with examples
No parameter schema in public metadata yet.
Sponsors
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REVIEWMETRIC_API_KEY*secretYour API key from the Review Metric web dashboard
Readme
ReviewMetric MCP Server
Know what reviewers will say before you submit — from inside Claude.
Then fix the text in one go, and see where your work sits on the map of science.
ReviewMetric is a pre-submission review service for researchers. This MCP server lets Claude send a local
.docx manuscript to ReviewMetric's panel of specialist AI referees, bring the report back into your chat,
prepare the text fixes Claude can apply to your file, and explore the ReviewMetric Atlas: landmark discoveries,
their Nobel Prizes and the frontiers research groups are pushing now.
What the panel checks
Details
- Repository
- github.com/vktr93/reviewmetric-mcp
- Categories
- Sales & Marketing, AI & LLM Tools, Automation & Workflows, Monitoring & Observability
- Package
reviewmetric-mcp- Transport
- STDIO
- Auth
- Required
- Registry
- MCP registry, active
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