World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.
Runs in the cloud✓ service owner · worldmonitor.app
Reviewmetric
What it does
An MCP server connecting Claude to the Review Metric 15-agent scientific peer review pipeline.
- Connects Runs on your computer
- Account or key Needs REVIEWMETRIC_API_KEY
- Category Other
Install
Pick the AI app you use, then copy the settings.
Passed 3/3 checks · Runs on your computer
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude, with some setup first
You need a Reviewmetric key (create it on the maker’s site) · Install Python (uv) on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone
Install Python (uv)
One time only; it works for every server that needs Python (uv)
Sign up and create a Reviewmetric key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Open the Claude desktop app’s settings file
SettingsDeveloperEdit Config
Paste these settings and save the file
{ "mcpServers": { "reviewmetric": { "command": "uvx", "args": [ "reviewmetric-mcp" ], "env": { "REVIEWMETRIC_API_KEY": "your-value" } } } }Paste the key only into the app’s field, never into a chat or to anyone
Quit Claude and open it again
Try it
Use Reviewmetric and tell me what you can do for me, then show me one thing✓ If Claude says it is using Reviewmetric or shows a Reviewmetric tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
ChatGPT cannot connect Reviewmetric yet
Reviewmetric runs on your computer, but ChatGPT can only connect servers that run on the web
What you can do instead
A · Use an app that can connect Reviewmetric
- You need a Reviewmetric key (create it on the maker’s site) · Install Python (uv) on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone
- You need a Reviewmetric key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
- You need a Reviewmetric key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
- You need a Reviewmetric key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
B · Others in Other that work with ChatGPT
Picked from the most used in the same category, only ones that connect by address with no key
- Hostinger✓ ChatGPT
- World Monitor✓ ChatGPT
- Svelte MCP✓ ChatGPT
Works with Claude Code, with some setup first
You need a Reviewmetric key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
Install Python (uv)
One time only; it works for every server that needs Python (uv)
Sign up and create a Reviewmetric key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Paste this command and press Enter
claude mcp add --scope user reviewmetric --env REVIEWMETRIC_API_KEY=your-value -- uvx reviewmetric-mcpReplace “your-value” with your key before pressing Enter
Paste the key only into the app’s field, never into a chat or to anyone
Type /mcp in Claude Code
You should see Reviewmetric listed as connected
Try it
Use Reviewmetric and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Reviewmetric or shows a Reviewmetric tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor, with some setup first
You need a Reviewmetric key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
Install Python (uv)
One time only; it works for every server that needs Python (uv)
Sign up and create a Reviewmetric key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Fill in your key
In the Reviewmetric settings, REVIEWMETRIC_API_KEY is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Open the AI chat in Cursor in Agent mode
Try it
Use Reviewmetric and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Reviewmetric or shows a Reviewmetric tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code, with some setup first
You need a Reviewmetric key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
Install Python (uv)
One time only; it works for every server that needs Python (uv)
Sign up and create a Reviewmetric key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
How to get a key is in the maker’s README below
Fill in your key
In the Reviewmetric settings, REVIEWMETRIC_API_KEY is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Open the AI chat in VS Code in Agent mode
Try it
Use Reviewmetric and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Reviewmetric or shows a Reviewmetric tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
JSON settings are under “For developers” below
For developers: Terminal commands and JSON settings
Installed on your computer
Claude Code
claude mcp add --scope user reviewmetric --env REVIEWMETRIC_API_KEY=your-value -- uvx reviewmetric-mcpClaude Desktop (claude_desktop_config.json)
{
"mcpServers": {
"reviewmetric": {
"command": "uvx",
"args": [
"reviewmetric-mcp"
],
"env": {
"REVIEWMETRIC_API_KEY": "your-value"
}
}
}
}Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"reviewmetric": {
"command": "uvx",
"args": [
"reviewmetric-mcp"
],
"env": {
"REVIEWMETRIC_API_KEY": "your-value"
}
}
}
}VS Code (mcp.json)
{
"servers": {
"reviewmetric": {
"type": "stdio",
"command": "uvx",
"args": [
"reviewmetric-mcp"
],
"env": {
"REVIEWMETRIC_API_KEY": "your-value"
}
}
}
}Values you fill in
REVIEWMETRIC_API_KEYsecret required envYour API key from the Review Metric web dashboard
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
At a glance
Which apps can use it
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Run on your computer in
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
Related guides
What it can do
Runs on your computer; the tool list appears in your AI app after you install it.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 12, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account vktr93, which owns the repo
- ✓ Pass
Still maintained
Code last changed 16 days ago
- ✓ Pass
Has a licence
Uses MIT
- – Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
- – Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
- … Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints
Discussion
Ask, share a tip or report that it does not work. Sorted by what people marked helpful.
No posts yet. Be the first to ask or share.
Posts here are written by users, not the PopNx team.
User reviews
No reviews yet
Compared with others in Otheri
- More stars than 0% of the other 19299 servers in this category
- Published to the registry more recently than 6% of the other 19299 servers in this category
- Basic checks equal to or better than 100% of the other 19299 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Reviewmetric safe?
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
You need to fill in: REVIEWMETRIC_API_KEY
Does it run on my computer or in the cloud?
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
Is it still maintained?
The GitHub repo last changed 16 days ago, and the latest version (1.0.6) reached the registry 6 months ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
What can I use instead?
In the same category: World Monitor, Claude Flow, Windmill
Others in the same category
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Claude Flow
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
Runs on your computer
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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
| 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 at https://www.reviewmetric.it.com/developers
- 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."*
Commands
Ask *"What can ReviewMetric do?"* (the help_me command) for the full list inside Claude.
| Command | What it does | Cost |
|---|---|---|
help_me | Everything ReviewMetric can do in Claude, with examples | Free |
submit_manuscript(file_path) | Sends the .docx to the referees; returns a Run ID | 1 RM token |
check_analysis_status(run_id) | Progress; when done, the report, its place on the Atlas and the text fixes available | Free |
get_report_json(run_id) | The complete report as JSON | Free |
list_my_reviews(limit) | Your reviews with scores and Run IDs | Free |
get_text_fixes(run_id) | Preview of the fixes that need no new experiment; the exact edits once prepared | Free |
prepare_text_fixes(run_id) | Prepares the edits, which Claude can then apply to your manuscript | 1 RM token |
search_atlas(query, field, limit) | Finds discoveries and frontiers on the Atlas | Free |
list_frontiers() | The frontiers, what they build on, who is pushing them | Free |
place_on_atlas(run_id) | Where your manuscript sits, the landmarks it cites, the frontier ahead | Free |
atlas_whats_new() | This week's additions to the Atlas | Free |
trace_path(from, to) | The chain of discoveries linking two stars | Free |
unlock_atlas_sources(confirm) | The paper and research group behind every star, for 30 days | 1 RM token |
account_status() | RM tokens left, Atlas access, prices | Free |
Spending tokens. RM tokens are ReviewMetric's one currency (1 for $9, 3 for $25, 10 for $70; your first is free). Claude never unlocks the Atlas sources on its own: it tells you the cost and waits for your explicit *yes* in the chat.
A review usually takes about 5 minutes. If the file cannot be reviewed (unreadable, too short, not a manuscript), the RM token is returned automatically.
Try asking
- *"Review my manuscript at ~/papers/draft.docx and tell me what to fix first."*
- *"Prepare the text fixes of my last review and apply them to the draft."*
- *"Where does my manuscript sit on the Atlas, and which frontier is ahead of it?"*
- *"Who is pushing room-temperature superconductivity right now?"*
- *"Trace the path from the double helix to AlphaFold."*
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.