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PopNx MCPServidores MCP para quienes usan IA · explicados con palabras sencillas

Lune Research

de RetrogradeLabsversión 3.0.1i★ –iComputadora o nube
Nombre en el registrocom.luneresearch/lune

Instalar

Resumen

Descripción del creador (original en inglés)

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

Los tres pilares de PopNx MCP

Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.

Qué puedes hacer con él

Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.

  • Conexión: Computadora o nube
  • Transporte: stdio, Streamable HTTP
  • Categoría: Búsqueda y memoria de IA
  • Debes completar: LUNE_API_KEY, Authorization

Instalación

Elige la app de IA que usas y copia la configuración.

Antes de instalar

Los valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.

Necesitas

¿Qué app usas?

Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.

Esta dirección necesita una clave en un header de la solicitud, y el menú para agregar conectores no puede ponerla. Usa Claude Code, Cursor o VS Code.

O ejecútalo en tu computadora

Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json

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

Ejecuta esto en tu terminal

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

O ejecútalo en tu computadora

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

Completa los valores vacíos antes de ejecutarlo.

Abrir en Cursor

O copia la configuración tú

Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json

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

O ejecútalo en tu computadora

Abrir en Cursor

O copia la configuración tú

Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json

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

Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.

Abrir en VS Code

O copia la configuración tú

Pégalo en .vscode/mcp.json de tu proyecto

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

O ejecútalo en tu computadora

Abrir en VS Code

O copia la configuración tú

Pégalo en .vscode/mcp.json de tu proyecto

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

Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.

Esta dirección necesita una clave en un header de la solicitud, y el menú para agregar conectores no puede ponerla. Usa Claude Code, Cursor o VS Code.

Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.

Valores que debes completar

  • LUNE_API_KEY secreto obligatorio env
    Lune access key (lune_...). Create one at https://luneresearch.com/dashboard/settings/credentials.
  • Authorization secreto 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…

Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.

Qué puede hacer

Nombres y descripciones de las herramientas tal como los informó el servidor el 6 nov 2026. Los escribió el creador, no nosotros; los mostramos como texto sin formato.

  • search_papers Parece una instrucción para la IA

    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

Revisiones básicasi

Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026

  • ! Precaución

    El creador coincide con el repo

    Quien lo publicó (luneresearch.com) no es el dueño del repo (RetrogradeLabs); puede que otra persona lo haya listado

  • … Aún sin revisar

    Sigue en mantenimiento

    Todavía no hemos leído este repo en GitHub

  • … Aún sin revisar

    Tiene licencia

    Todavía no hemos leído este repo en GitHub

  • ✓ Superada

    El endpoint responde

    Respondió en 717 ms (HTTP 200)

  • – No aplica

    Inicio de sesión con OAuth

    No hace falta iniciar sesión

  • ✕ No superada

    Sin instrucciones ocultas en las descripciones de herramientas

    1 descripciones de herramientas contienen texto que parece dar instrucciones a la IA. Léelas abajo antes de instalar

Comparado con otros en Búsqueda y memoria de IAi

  • Más estrellas que el 0% de los otros 7286 servidores de esta categoría
  • Publicado en el registro más recientemente que el 95% de los otros 7286 servidores de esta categoría
  • Revisiones básicas iguales o mejores que el 29% de los otros 7286 servidores de esta categoría

Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.

Preguntas frecuentes

¿Es seguro Lune Research?

Superó 1 de 3 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.

¿Qué claves o códigos necesita?

Debes completar: LUNE_API_KEY, Authorization

¿Se ejecuta en mi computadora o en la nube?

Funciona de las dos formas: instálalo en tu computadora o conéctate a la versión en la nube.

¿Sigue en mantenimiento?

El repo de GitHub cambió por última vez –, y la última versión (3.0.1) llegó al registro anteayer.

¿Qué apps pueden usarlo?

Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.

¿Qué puedo usar en su lugar?

En la misma categoría: Context7, Codebase Memory, Exa

Alternativas

Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.

Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi

Context7

de upstash

Up-to-date docs for AI agents

Computadora o nube★ 64.224MITActualizado ayer
Instalar

Codebase Memory

de DeusData

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

Se ejecuta en tu computadora★ 48.148MITActualizado hace 21 días
Instalar

Exa

de exa-labs

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

Se ejecuta en la nube★ 5213MITActualizado el mes pasado
Instalar

README del creador

Abrir el README

Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.

@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

Solo se muestra el principio; lee el resto en el repo

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