ReviewMetric MCP Server
Know what reviewers will say before you submit — from inside Claude.
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 and bring the report back into your chat.
What the panel checks
| Referee | What it looks at |
|---|---|
| Novelty & positioning | Your claims against the closest published, peer-reviewed work (retrieved from OpenAlex and ReviewMetric's vetted library), plus related papers you may have missed |
| Claims & evidence | Whether each main claim is supported by your results; numbers that disagree between abstract, results and tables |
| Methods & reproducibility | Design, controls, statistics, and a field-appropriate reproducibility checklist |
| Citation integrity | Whether cited papers support the sentences they are attached to; retracted, uncited or missing references |
| Figures | Captions, legibility, units, and agreement with the text |
| Clarity | Title, abstract, structure, language, terminology |
| Handling editor | Readiness recommendation, prioritised revisions and a referee-style report |
Every issue points to a location in your manuscript. Scores come from fixed rubrics, not from a single AI guess.
Installation (Claude Desktop)
- Create an API key in the ReviewMetric developer portal: https://www.reviewmetric.it.com/developer-portal
- Add this to
claude_desktop_config.json:
{
"mcpServers": {
"review-metric": {
"command": "uvx",
"args": ["reviewmetric-mcp"],
"env": { "REVIEWMETRIC_API_KEY": "rvk_live_..." }
}
}
}
- Ask Claude: "Review my manuscript at /Users/me/papers/draft.docx with ReviewMetric."
Tools
submit_manuscript(file_path)— uploads the.docx(uses 1 credit) and returns a Run ID.check_analysis_status(run_id)— progress while running; the full report (summary, scores, priority actions, issues, missing related work, referee report) when done.get_report_json(run_id)— the complete report as JSON.
A review usually takes 5 to 15 minutes. If the file cannot be reviewed (unreadable, too short, not a manuscript), the credit is refunded automatically.
Data
Manuscripts are processed by ReviewMetric's API and the AI providers it uses under their paid API terms (no training on your data). See the ReviewMetric website for the current data-retention policy.
1 maintainer
Metadata
1 maintainer
Release files for reviewmetric-mcp 1.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| reviewmetric_mcp-1.1.0.tar.gz | 4.1 MB | Without provenance | Details for reviewmetric_mcp-1.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| reviewmetric_mcp-1.1.0-py3-none-any.whl | Python 3 | none | any | Details for reviewmetric_mcp-1.1.0-py3-none-any.whl |
Total release size: 4.1 MB
Release files / reviewmetric_mcp-1.1.0.tar.gz
| Download URL | reviewmetric_mcp-1.1.0.tar.gz |
|---|---|
| Size | 4.1 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
afffcc3c41dc99628b06495ff0e6d916bb3ef8441760120c1db83cc556b171bd
|
|
BLAKE2b-256 checksum How to use checksums |
d61c756bb4f3b0ce0785302930f824599ea4d723a2de6401284990a21a44d247
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.13.5 {"installer":{"name":"uv","version":"0.13.5","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Release files / reviewmetric_mcp-1.1.0-py3-none-any.whl
| Download URL | reviewmetric_mcp-1.1.0-py3-none-any.whl |
|---|---|
| Size | 6.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
3cd9eb0b48869c743e2077a5ddf28b843f22719e5901cb6b29b1890739bbcda4
|
|
BLAKE2b-256 checksum How to use checksums |
bc48bb3d64e6ff535b9e19b4a7b06c8f0e353e5e9b9a3757c65f387eb64355b4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.13.5 {"installer":{"name":"uv","version":"0.13.5","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Security for reviewmetric-mcp 1.1.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
