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PopNx MCPMCP servers for people who use AI · explained in plain words

Replication Radar

by ScienceLiveHubversion 0.4.8i★ 0iRuns on your computer
Registry nameorg.sciencelive4all/replication-radar

How to install

What it does

Turn the OpenAIRE Graph into a ranked replication queue with a Science Live verification overlay.

  • Connects Runs on your computer
  • Account or key Needs GITHUB_TOKEN
  • Category Other

Install

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

  1. Install Python (uv)

    One time only; it works for every server that needs Python (uv)

    Open the Python (uv) download page ↗

  2. Sign up and create a Replication Radar 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.

    Open the Replication Radar site ↗

  3. Open the Claude desktop app’s settings file

    SettingsDeveloperEdit Config

  4. Paste these settings and save the file

    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

  5. Quit Claude and open it again

  6. Try it

    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

What you can do instead

A · Use an app that can connect Replication Radar

  • 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
  • You need a Replication Radar key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
  • You need a Replication Radar key (create it on the maker’s site) · Install Python (uv) on your computer first (one time)
  • You need a Replication Radar 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

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)

  1. Install Python (uv)

    One time only; it works for every server that needs Python (uv)

    Open the Python (uv) download page ↗

  2. Sign up and create a Replication Radar 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.

    Open the Replication Radar site ↗

  3. Open Terminal

    Mac: press Command+Space and type Terminal · Windows: open PowerShell

  4. Paste this command and press Enter

    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

  5. Type /mcp in Claude Code

    You should see Replication Radar listed as connected

  6. Try it

    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)

  1. Install Python (uv)

    One time only; it works for every server that needs Python (uv)

    Open the Python (uv) download page ↗

  2. Sign up and create a Replication Radar 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.

    Open the Replication Radar site ↗

  3. Click this button to open Cursor

    Checking the commands · copy buttons appear once they pass

  4. Fill in your key

    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

  5. Open the AI chat in Cursor in Agent mode

  6. Try it

    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)

  1. Install Python (uv)

    One time only; it works for every server that needs Python (uv)

    Open the Python (uv) download page ↗

  2. Sign up and create a Replication Radar 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.

    Open the Replication Radar site ↗

  3. Click this button to open VS Code

    Checking the commands · copy buttons appear once they pass

  4. Fill in your key

    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

  5. Open the AI chat in VS Code in Agent mode

  6. Try it

    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

Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.

See every app that uses MCP →

JSON settings are under “For developers” below

Stuck? Ask people who use Replication Radar💬 Discussion →
For developers: Terminal commands and JSON settings

Installed on your computer

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

Values you fill in

  • GITHUB_TOKEN secret env
    Optional GitHub token for higher API rate limits (RADAR_GITHUB_TOKEN also accepted)
  • RADAR_OPENAIRE_BASE env
    OpenAIRE Graph API base (default: https://api.openaire.eu/graph/v1)
  • RADAR_NANOPUB_SPARQL env
    Nanopub SPARQL endpoint (default: https://query.knowledgepixels.com/repo/full)
  • RADAR_HTTP_TIMEOUT env
    Per-request timeout in seconds (default: 30)

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

At a glance

Downloads per weeki
26/wk
Verified domain
✓ sciencelive4all.org
Connection
Runs on your computer
Latest versioni
0.4.8
Categoryi
Other
Published to registryi
Oct 26, 2026
Code last changedi
Oct 26, 2026
Maker
ScienceLiveHub
Packages
pypi: replication-radar
Registry status
Active

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

All apps, with pros and cons →

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 13, 2026

  • ! Caution

    Maker matches the repo

    The publisher (sciencelive4all.org) is not the repo owner (ScienceLiveHub); someone else may have listed it

  • ✓ Pass

    Still maintained

    Code last changed 18 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.

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User reviews

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Compared with others in Otheri

  • More stars than 0% of the other 19661 servers in this category
  • Published to the registry more recently than 68% of the other 19661 servers in this category
  • Basic checks equal to or better than 44% of the other 19661 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 Replication Radar safe?

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.

What keys or codes does it need?

You need to fill in: GITHUB_TOKEN

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 18 days ago, and the latest version (0.4.8) reached the registry 18 days 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

World Monitor

Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 102 tools.

by koala73Widely used★ 90.6KUpdated today

Runs in the cloud✓ service owner · worldmonitor.app

Claude Flow

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

by ruvnetWidely used↓ 13.5K/wk★ 81.6KUpdated 14 months ago

Runs on your computer

Windmill

Run Windmill scripts and flows and manage jobs, schedules, resources and variables.

by windmill-labsWidely used★ 18.6KUpdated yesterday

Runs in the cloud

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.

Replication Radar

🔗 Live demo → https://openaire-hackathon.netlify.app
▶ Watch the 3-min demo → https://youtu.be/hVyLafY3Y3E · reproduce it step by step → https://openaire-hackathon.netlify.app/demo.html

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:

  • OpenAIRE Graph — impact-ranks candidate papers (api.openaire.eu/graph/v1).
  • Software Heritage + repo signals — surfaces *reusable* method software.
  • Science Live nanopub verdicts — the "already checked → did it hold" overlay.

OpenAIRE AI Hackathon · Theme B (Build) · CC-BY. Built to be reused through the

forrt-replication-template:

discovery at the *start* of a replication, where the template's existing skills

handle the nanopub chain at the *end*.

Tools

ToolWhat 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".

The reproduction-vs-replication distinction, made computable

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".

Run

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

Configuration

Env varDefaultPurpose
RADAR_OPENAIRE_BASEhttps://api.openaire.eu/graph/v1Swap to the Alien AI-Gateway or a mirror — the Radar is endpoint-agnostic
RADAR_HTTP_TIMEOUT30Per-request timeout (s)

Known limits (v1, honest)

  • Keyword-bound discovery. OpenAIRE free-text terms are AND-ed; long queries return nothing. Use short topics. The VERIFIED overlay is *guaranteed* (resolved from the verdict index directly), but OPEN-target recall depends on the query.
  • No graph-relation traversal on the public API (paper→its software/data/grant edges aren't exposed): tooling/data are matched heuristically by topic + author independence, not by a hard relation. Upgrades cleanly if a gateway exposes relations.
  • Funder context is field-level, not per-paper (per-paper funder attribution is not reachable); budgets are frequently reported as 0 in records.
  • The verdict index ships 6 source works / 12 chains (Science Live). Extend data/verdicts.json to grow coverage.