World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.
Turn the OpenAIRE Graph into a ranked replication queue with a Science Live verification overlay.
Pick the AI app you use, then copy the settings.
Passed 2/3 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 Replication Radar 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
One time only; it works for every server that needs Python (uv)
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.
SettingsDeveloperEdit Config
Checking the commands · copy buttons appear once they pass
Paste the key only into the app’s field, never into a chat or to anyone
Use Replication Radar and tell me what you can do for me, then show me one thing✓ If Claude says it is using Replication Radar or shows a Replication Radar 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 Replication Radar yet
Replication Radar runs on your computer, but ChatGPT can only connect servers that run on the web
A · Use an app that can connect Replication Radar
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
Works with Claude Code, with some setup first
You need a Replication Radar key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
One time only; it works for every server that needs Python (uv)
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.
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Checking the commands · copy buttons appear once they pass
Replace “your-value” with your key before pressing Enter
Paste the key only into the app’s field, never into a chat or to anyone
You should see Replication Radar listed as connected
Use Replication Radar and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Replication Radar or shows a Replication Radar 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 Replication Radar key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
One time only; it works for every server that needs Python (uv)
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.
Checking the commands · copy buttons appear once they pass
In the Replication Radar settings, GITHUB_TOKEN, RADAR_OPENAIRE_BASE, RADAR_NANOPUB_SPARQL, RADAR_HTTP_TIMEOUT is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Use Replication Radar and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Replication Radar or shows a Replication Radar 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 Replication Radar key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
One time only; it works for every server that needs Python (uv)
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.
Checking the commands · copy buttons appear once they pass
In the Replication Radar settings, GITHUB_TOKEN, RADAR_OPENAIRE_BASE, RADAR_NANOPUB_SPARQL, RADAR_HTTP_TIMEOUT is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Use Replication Radar and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Replication Radar or shows a Replication Radar 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
Claude Code
Checking the commands · copy buttons appear once they pass
Claude Desktop (claude_desktop_config.json)
Checking the commands · copy buttons appear once they pass
Cursor (~/.cursor/mcp.json)
Checking the commands · copy buttons appear once they pass
VS Code (mcp.json)
Checking the commands · copy buttons appear once they pass
GITHUB_TOKEN secret envRADAR_OPENAIRE_BASE envRADAR_NANOPUB_SPARQL envRADAR_HTTP_TIMEOUT envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
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
Runs on your computer; the tool list appears in your AI app after you install it.
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 13, 2026
The publisher (sciencelive4all.org) is not the repo owner (ScienceLiveHub); someone else may have listed it
Code last changed 18 days ago
Uses MIT
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Ask, share a tip or report that it does not work. Sorted by what people marked helpful.
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 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.
You need to fill in: GITHUB_TOKEN
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).
The GitHub repo last changed 18 days ago, and the latest version (0.4.8) reached the registry 18 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: World Monitor, Claude Flow, Windmill
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
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
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.
A tool that makes the OpenAIRE Graph more useful for replication. Search a research field and it answers the question the Graph structurally cannot: *what high-impact work is worth replicating, has it already been independently checked — with what verdict — and is the software reusable?*
Ships as a live web app (the link above — pure static, queries OpenAIRE + the nanopub network + GitHub/Software Heritage from the browser) and an MCP server (this package) that exposes the same engine to any agent. Built for the OpenAIRE AI Hackathon (Theme B), CC-BY.
OpenAIRE's only value signal is citation-popularity (BIP! influence / popularity / impulse, classes C1–C5) — paper-bound, and orthogonal to whether a claim is *true*. The Radar joins three sources to add a replication layer on top:
api.openaire.eu/graph/v1).OpenAIRE AI Hackathon · Theme B (Build) · CC-BY. Built to be reused through the
discovery at the *start* of a replication, where the template's existing skills
handle the nanopub chain at the *end*.
| Tool | What it answers |
|---|---|
radar(topic) | Impact-ranked replication targets in a field — each OPEN (opportunity) or VERIFIED (done, with verdict) + independent tooling + funder context |
find_independent_software(doi, topic) | Reusable engines not authored by the original team (author-disjoint = *replication*, not *reproduction*), ranked by reuse signal — repo · Software Heritage · downloads · GitHub stars — not citations (returns stars + rank_score) |
replication_status(doi) | Has this DOI been replicated, did it hold? Verdict(s) — live from the nanopub network, any signer — with status, CiTO relation, repo, and signed Outcome/CiTO nanopub links; open if not |
verified_claims() | The whole verified-knowledge corpus — every claim the network holds a verdict for (author-agnostic) |
replication_template(doi, topic, owner) | The FORRT replication template (the *produce* half) — the scaffold repo, the workflow, and a suggested -replication repo name (checks availability under owner) |
find_dataset(topic) | Hand-off to the OpenAIRE MCP for datasets — replication-radar doesn't search datasets; this says how to find a citable dataset DOI there |
The verdict tools pull live from the nanopub network (the FORRT Outcome/CiTO templates on query.knowledgepixels.com); the bundled verdicts.json is an offline fallback. So the MCP is the verified-knowledge layer — pair it with the OpenAIRE MCP and an agent has both the structural Graph *and* "has this been checked, and did it hold".
A *reproduction* re-runs the original code; a *replication* tests the same claim by a different route. So the Radar filters tooling by author-disjointness from the original paper — e.g. for Phillips et al. 2009, the dismo package (co-authored by Phillips & Elith) is flagged *rooted* / non-independent, while biomod2 and jSDM are *independent*. That filter is the difference between the two, and it's the thing that makes this replication-aware rather than just "find the code".
pip install -e . # installs the `mcp` runtime
python -m replication_radar.server # stdio MCP server
Add to an MCP client (.mcp.json):
{ "mcpServers": {
"replication-radar": { "command": "python", "args": ["-m", "replication_radar.server"] } } }
The core (OpenAIRE client + radar logic) is stdlib-only — try it without the MCP runtime:
PYTHONPATH=src python3 demo_sdm.py # live vertical-slice demo on SDM
| Env var | Default | Purpose |
|---|---|---|
RADAR_OPENAIRE_BASE | https://api.openaire.eu/graph/v1 | Swap to the Alien AI-Gateway or a mirror — the Radar is endpoint-agnostic |
RADAR_HTTP_TIMEOUT | 30 | Per-request timeout (s) |
data/verdicts.json to grow coverage.