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

Lune Research

by RetrogradeLabsversion 3.0.1i★ –iComputer or cloud
Registry namecom.luneresearch/lune

Install

Overview

Description from the maker (original English)

Search peer-reviewed papers and research methodology guidance from your AI agent.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Computer or cloud
  • Transport: stdio, Streamable HTTP
  • Category: Search & AI memory
  • You need to fill in: LUNE_API_KEY, Authorization

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 3 passed Fail
  • Runs on the maker’s server: what you ask it goes through their server.
  • Can do 13 things (tools) search_papers, search_papers_many, get_paper_fulltext, get_paper_citations …
  • You fill in yourself: LUNE_API_KEY, Authorization

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

  • Runs in the cloudNothing to install; it connects over the internet
  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "lune": {
      "command": "npx",
      "args": [
        "-y",
        "@retrograde-labs/lune-mcp-server"
      ],
      "env": {
        "LUNE_API_KEY": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add --transport http lune https://mcp.luneresearch.com --header 'Authorization: Bearer {api_key}'

Or run it on your computer

claude mcp add lune --env LUNE_API_KEY=your-value -- npx -y @retrograde-labs/lune-mcp-server

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "lune": {
      "url": "https://mcp.luneresearch.com",
      "headers": {
        "Authorization": "Bearer {api_key}"
      }
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "lune": {
      "command": "npx",
      "args": [
        "-y",
        "@retrograde-labs/lune-mcp-server"
      ],
      "env": {
        "LUNE_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "lune": {
      "type": "http",
      "url": "https://mcp.luneresearch.com",
      "headers": {
        "Authorization": "Bearer {api_key}"
      }
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "lune": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@retrograde-labs/lune-mcp-server"
      ],
      "env": {
        "LUNE_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

  • LUNE_API_KEY secret required env
    Lune access key (lune_...). Create one at https://luneresearch.com/dashboard/settings/credentials.
  • Authorization secret HTTP header
    Optional. An OAuth-capable MCP client leaves this unset and signs in through the browser via https://api.luneresearch.com, the authorization server for MCP connectors. Other clients send a Lune acces…

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

What it can do

Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.

  • search_papers Looks like an instruction to the AI

    Searches full-text, peer-reviewed papers from top-tier venues. Use for questions about academic papers, research topics, literature reviews, surveys, “what's been published on X”, named methods, or any claim that should be backed by a peer-reviewed citation. Returns each paper's

  • search_papers_many

    Use for a LITERATURE SWEEP or survey: a research question broad enough to need several angles, e.g. "what's been done on X", a related-work section, or a state-of-the-field summary. One call returns one merged, ranked list of the papers the angles found, with the passages that ma

  • get_paper_fulltext

    Use this when the user asks “what does the methods/results section say”, wants to quote a specific section, or when the abstract isn't enough to verify a claim. Heavy: only call once a paper looks relevant from `search_papers`, `search_related_papers`, or `get_paper_citations`. `

  • get_paper_citations

    Use this when the user asks “what does this paper build on”, “what built on this”, traces influence chains, asks for follow-up work, or wants the lineage of an idea. `direction=cited_by` returns indexed papers that cite this one; `direction=cites` returns this paper's parsed refe

  • list_conferences

    Use this when the user asks “what conferences does Lune track”, “is venue X covered”, or wants a category-level browse (e.g. AI/ML, security, databases, software/systems). Pass `category` as a keyword (`ai`, `security`, ...) to narrow; it matches the conference's research area.

  • get_conference_papers

    Use this when the user asks for papers from a specific conference (optionally a year), e.g. “most-cited NeurIPS 2024 papers”, “show me CCS 2025 accepted papers”, or “what's new in security at IEEE S&P this year”. `sort` is `recency` (newest first, default) or `citations` (most-ci

  • search_related_papers

    Given a paper_id, return the most semantically similar papers by embedding distance, NOT by citation links. Use for “more papers like this one” / “adjacent work on the same topic”. For papers this one cites or that cite it, use `get_paper_citations` instead. Each hit carries meta

  • extract_from_papers

    Pull a structured table out of up to 50 papers in ONE call: you define the columns (`fields`: each a snake_case `name`, a `type`, and an optional `description`) and an `instruction`, and the server reads each paper's full text and returns one typed row per paper. Use this when yo

  • verify_claims

    Fact-check 1 to 25 natural-language claims against Lune's peer-reviewed corpus in ONE call. For each claim the server retrieves the most relevant passages and an LLM judges the claim ONLY against those passages (never outside knowledge), returning one verdict per claim: `supporte

  • gather_evidence

    Use for a multi-part research task when you need to know whether your gathered evidence is SUFFICIENT, what is still MISSING, and what to search next, without the tool writing the answer. Pass the goal in `task` and your first search angles in `queries`; the server runs one corpu

  • search_research_guidance

    Use before recommending experimental design, ablation strategy, evaluation metrics, baselines, reproducibility, paper structure, related-work organisation, venue choice, response-to-reviewers, scientific writing, or methodology in general. Searches the Lune guidance corpus, curat

  • get_research_guidance_doc

    Use this AFTER `search_research_guidance` when you need the full text of a guidance document (not just the matched excerpt), for example to quote a passage or follow a checklist end-to-end. Pass the `doc_id` from a search hit.

  • send_feedback

    Sends the user's feedback about Lune to the Lune team. Use it when the user says something about Lune itself (papers it missed, results that did not fit, an error, something that helped, an idea): offer to pass it on, show the user the message you would send, and call this only a

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 8, 2026

  • ! Caution

    Maker matches the repo

    The publisher (luneresearch.com) is not the repo owner (RetrogradeLabs); someone else may have listed it

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • ✓ Pass

    Endpoint responds

    Responded in 717 ms (HTTP 200)

  • – Not applicable

    Sign-in with OAuth

    No sign-in needed

  • ✕ Fail

    No hidden instructions in tool descriptions

    1 tool descriptions contain text that looks like instructions to the AI. Read them below before installing

Compared with others in Search & AI memoryi

  • More stars than 0% of the other 5670 servers in this category
  • Published to the registry more recently than 95% of the other 5670 servers in this category
  • Basic checks equal to or better than 25% of the other 5670 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 Lune Research safe?

It passed 1 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: LUNE_API_KEY, Authorization

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (3.0.1) reached the registry 2 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated yesterday
Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 21 days ago
Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated 2 months ago
Install

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.

@retrograde-labs/lune-mcp-server

The official Lune Research MCP server. It lets an AI agent search the full text of papers from top-tier venues, follow citations, and look up curated research-methodology guidance, so its answers can cite each paper by title, authors and venue.

Install

Hosted (recommended). Add this URL to any client that speaks Streamable HTTP:

https://mcp.luneresearch.com

A client that supports MCP authorization signs you in through the browser, so there is no token to paste or rotate. In Claude Code:

claude mcp add --transport http --scope user lune https://mcp.luneresearch.com

Then run /mcp inside Claude Code, choose lune, and sign in through the browser tab that opens.

A client without OAuth support sends a Lune access key in the Authorization header instead. Create one on the Credentials page: open API keys and click New key. This request lists the tools, which makes it a quick way to check a key. It reads the key from LUNE_API_KEY, set from your password manager or a file only you can read:

printf 'Authorization: Bearer %s\n' "$LUNE_API_KEY" |

curl https://mcp.luneresearch.com \ -H @- \ -H "Content-Type: application/json" \ -H "Accept: application/json, text/event-stream" \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

The key reaches curl on its input, so it stays out of your shell history and the process list.

Setup notes for specific apps are in the docs: web AI apps such as ChatGPT, Claude and Perplexity, and local AI agents such as Cursor, VS Code and Codex.

Local stdio. For clients that only speak stdio, run the package directly and hand it an access key. It needs Node.js 22 or newer:

{

"mcpServers": { "lune": { "command": "npx", "args": ["-y", "@retrograde-labs/lune-mcp-server"], "env": { "LUNE_API_KEY": "lune_your_access_key" } } } }

The server reads LUNE_API_KEY from the environment and writes diagnostics to stderr, never stdout, so JSON-RPC framing stays intact.

Tools

Thirteen tools. Most follow a prefix: search_* finds candidates, get_* retrieves something you already have a handle on, and list_* browses. The hosted endpoint also offers request_capability, once Lune has confirmed the user has not opted out of its analytics: an agent calls it to tell Lune about a capability it needed and could not find, and its reply says whether Lune accepted the request. The stdio package does not include it.

Finding papers

ToolWhat it does
search_papersHybrid vector + BM25 search over the corpus
search_papers_manyMany query variants in one call, merged by reciprocal rank fusion
search_related_papersThe nearest neighbors of a paper you already have
list_conferencesIndexed venues, optionally filtered by category
get_conference_papersOne venue's papers, paginated

Reading them

ToolWhat it does
get_paper_fulltextParsed full text, as markdown or JSON
get_paper_citationsThe citation graph, in either direction

Working across many at once

ToolWhat it does
extract_from_papersPull the same structured fields out of a set of papers
verify_claimsCheck each claim against the corpus, with a verbatim quote when one exists
gather_evidenceJudge whether the evidence is sufficient yet, and name what is missing

Research methodology

ToolWhat it does
search_research_guidanceThe curated methodology and reproducibility corpus
get_research_guidance_docThe full text of one guidance document

Feedback

ToolWhat it does
send_feedbackPasses the user's feedback about Lune to the team, once the user agrees

Prompts

Six prompts, which many MCP clients list as slash commands. Each one hands the agent a brief for a common research task and names the tools to call, so the task takes one command instead of a plan you have to spell out.

PromptWhat it doesArguments
/literature_reviewSurvey a topic: the main themes, foundational and recent work, and open gapstopic (+ venues, since_year)
/find_related_workRead your abstract, then find the prior work to cite and distinguish yourself fromabstract (+ venues)
/compare_papersBuild a comparison table across papers, read out of their full texttopic (+ columns)
/verify_draftCheck each claim in a draft, with a verbatim quote when one existsdraft
/trace_citationsTrace a paper's lineage: what it stands on, what stands on itpaper
/research_methodologyGrounded advice on experiment design, ablations, evaluation, rebuttals, venuesquestion

Authentication

The hosted endpoint answers discovery (initialize, tools/list, prompts/list and resources/list) without a credential, so an agent can see the tools before anyone signs in. Running a tool takes one credential, as Authorization: Bearer . The stdio package reads an access key from LUNE_API_KEY instead. The credential is one of these:

  • An OAuth access token, which an MCP client obtains by signing you in through the browser. Hosted endpoint only.
  • A Lune access key (lune_...), created on the Credentials page under API keys. Works on both transports.

An OAuth connection always bills the signed-in person's personal team, drawing on its plan, daily allowance and credits. An access key bills the team it was created in, so a key is how a shared team's plan pays for an agent. How requests are counted is in quotas and billing.

OAuth for connector builders

Most MCP clients run this flow on their own. If you are building a connector, the details follow. auth.md walks through each request with curl.

A tool call without a credential answers 401 with this challenge:

WWW-Authenticate: Bearer resource_metadata="https://mcp.luneresearch.com/.well-known/oauth-protected-resource", scope="papers:read guidance:read account:read"

The protected-resource document it points to names the authorization server in authorization_servers[0]. That server is https://api.luneresearch.com, the authorization server for MCP connectors. It publishes RFC 8414 metadata at https://api.luneresearch.com/.well-known/oauth-authorization-server and has no OpenID Connect discovery document.

EndpointURL
Issuerhttps://api.luneresearch.com
Authorizationhttps://api.luneresearch.com/oauth/authorize
Tokenhttps://api.luneresearch.com/oauth/token
Client registration (RFC 7591)https://api.luneresearch.com/oauth/register
Revocation (RFC 7009)https://api.luneresearch.com/oauth/revoke
JWKShttps://api.luneresearch.com/.well-known/jwks.json
Authorization server metadatahttps://api.luneresearch.com/.well-known/oauth-authorization-server
Protected resource metadatahttps://mcp.luneresearch.com/.well-known/oauth-protected-resource

The flow:

  1. Register a client. Dynamic client registration is the only way to get a client_id; there are no pre-registered client IDs. Clients are public, so there is no secret and the token endpoint auth method is none. A platform that cannot register on the fly can do it once by hand and keep the client_id:
   curl -X POST https://api.luneresearch.com/oauth/register \

-H "Content-Type: application/json" \ -d '{"client_name": "My connector", "redirect_uris": ["https://example.com/oauth/callback"]}'

  1. Send the person to the authorization endpoint with response_type=code, client_id, redirect_uri, scope, state, code_challenge, code_challenge_method=S256 and resource. PKCE with S256 is required, and so are state and scope.
  2. Handle the callback. After the person signs in and approves, Lune redirects to your redirect_uri with code, state and iss=https://api.luneresearch.com (RFC 9207). Check that state is the one you sent and that iss equals the issuer. If the person declines, the redirect carries error=access_denied with the same state and iss.
  3. Exchange the code. POST grant_type=authorization_code, code, redirect_uri, client_id, code_verifier and resource to the token endpoint as application/x-www-form-urlencoded.
  4. Call the server with Authorization: Bearer . Once the token expires the server answers 401 with error="invalid_token". To refresh, POST grant_type=refresh_token and refresh_token to the token endpoint.

Requirements and limits:

  • Request exactly papers:read guidance:read account:read, the scopes the protected-resource document lists. Together they cover every tool.
  • Send resource=https://mcp.luneresearch.com on both the authorization request and the token request. Without it the access token is bound to your client_id instead of the server, and requests on protocol version 2026-07-28 fail with 401 invalid_token, which the person sees as a sign-in loop. Older protocol versions still accept such a token, but only for a transition period.
  • Redirect URIs must use https, http on 127.0.0.1, [::1] or localhost, or a private-use scheme such as cursor://, and must not contain a fragment. The authorization request must repeat a registered URI exactly, port included.
  • An authorization code expires after 10 minutes and works once; a failed exchange uses it up. Access tokens are RS256 JWTs that expire after one hour (expires_in: 3600).
  • Every refresh returns a new refresh token. Store it and drop the old one. Each refresh token is valid for 90 days, so a connection in regular use do

Only the beginning is shown; read the rest in the repo

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