Scholar RAG MCP
Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.
Servidor MCP · de notwhiteblank
Resumo
Scholar RAG MCP é um servidor MCP publicado por notwhiteblank. Marketplaces que lemos e que o listam: 1 (Official MCP Registry). Vimos pela primeira vez em 2026-10-11 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-10-14.
O que pede
- Roda na sua máquina
- Configurações: 4
Exige: SCHOLAR_RAG_CHAT_BASE_URL, SCHOLAR_RAG_EMBED_BASE_URL, SCHOLAR_RAG_RERANK_BASE_URL
O que declara, pede e executa, por completo
Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.
Pacote
PyPI scholar-rag-mcp (scholar-rag-mcp no PyPI)
- Downloads do PyPI por semana: 43 (2026-10-13)
- Downloads do PyPI por mês: 187 (2026-10-13)
- Última versão no PyPI: 0.4.0, publicada em 2026-09-04
Nenhuma vulnerabilidade conhecida no OSV para 0.4.0 (verificado em 2026-10-14)
Os dados do PyPI vêm do pypi.org e os downloads do PyPI do pypistats.org. Cada número é do próprio registro e nunca é somado a outro. Um registro que não publica um número não mostra nenhum: sem número não é zero. Os registros de vulnerabilidades vêm do OSV.dev (CC BY 4.0) e dizem respeito apenas à versão declarada; uma listagem sem versão declarada não recebe resposta. Não analisamos código.
Funciona com
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.
Conectar
Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.
Como servidor MCP local: pacote PyPI
Gerado a partir do que Official MCP Registry declara.
claude mcp add --env "SCHOLAR_RAG_CHAT_BASE_URL=<YOUR_SCHOLAR_RAG_CHAT_BASE_URL>" --env "SCHOLAR_RAG_EMBED_BASE_URL=<YOUR_SCHOLAR_RAG_EMBED_BASE_URL>" --env "SCHOLAR_RAG_RERANK_BASE_URL=<YOUR_SCHOLAR_RAG_RERANK_BASE_URL>" --transport stdio scholar-rag-mcp -- uvx scholar-rag-mcp
[mcp_servers.scholar-rag-mcp]
command = "uvx"
args = ["scholar-rag-mcp"]
[mcp_servers.scholar-rag-mcp.env]
SCHOLAR_RAG_CHAT_BASE_URL = "<YOUR_SCHOLAR_RAG_CHAT_BASE_URL>"
SCHOLAR_RAG_EMBED_BASE_URL = "<YOUR_SCHOLAR_RAG_EMBED_BASE_URL>"
SCHOLAR_RAG_RERANK_BASE_URL = "<YOUR_SCHOLAR_RAG_RERANK_BASE_URL>"
{
"mcpServers": {
"scholar-rag-mcp": {
"command": "uvx",
"args": [
"scholar-rag-mcp"
],
"env": {
"SCHOLAR_RAG_CHAT_BASE_URL": "<YOUR_SCHOLAR_RAG_CHAT_BASE_URL>",
"SCHOLAR_RAG_EMBED_BASE_URL": "<YOUR_SCHOLAR_RAG_EMBED_BASE_URL>",
"SCHOLAR_RAG_RERANK_BASE_URL": "<YOUR_SCHOLAR_RAG_RERANK_BASE_URL>"
}
}
}
}
Substitua os valores entre sinais de menor e maior pelos seus. Mostramos os nomes das configurações, nunca valores.
Configurações opcionais que também indica: SCHOLAR_RAG_DATA_DIR.
Onde está publicado
| Marketplace | Status | Versão | Números | Verificado | Visto pela primeira vez |
|---|---|---|---|---|---|
| Official MCP Registry (Abrir o registro) | Listado | 0.4.0 | Downloads por mês (PyPI): 187 Downloads por semana (PyPI): 43 Forks (GitHub): 0 Estrelas (GitHub): 4 |
Sem marcação |
Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.
O que mudou
Nada mudou neste plugin desde que começamos a acompanhá-lo.
Plugins semelhantes
Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.
-
Multi-engine scholarly research server for search, traversal, full text, and reading lists.
-
scholar io.github.mlintangmz2765/scholar
Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.
-
litra-paper-search io.github.akkylab/litra-paper-search
MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization
-
Search scholarly sources, verify references, and export citations with traceable evidence.
-
semanticscholar io.github.SMABoundless/semanticscholar
Search 200M+ papers, authors, citations, and recommendations via Semantic Scholar
-
faculti io.github.facultidev42FacultiDevelopment/faculti
Search academic expert insights, papers and contributions from Faculti
-
Scholarly literature search across nine sources
-
MCP server for academic papers, citations, authors, ECOS dossiers, and Federal Register text.
-
Federated search of books and papers, formatted citations, open-access retrieval and reading.
-
Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.
Plugins semelhantes por marketplace
A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?
Listado em Claude Code: claude-plugins-community (5)
-
A powerful AI skill for learning research paper
-
Deep academic paper analysis with bilingual (English/Chinese) output. Analyzes research papers from PDF paths, pasted text, or arXiv links, producing structured five-section…
-
Scientific content analysis for academic research. Supports the full workflow from research question to publication-ready output: codebook development, qualitative and…
-
Automated academic paper review system for Claude Code. Integrates PDF parsing (marker-pdf + PyMuPDF), reference verification (CrossRef + DBLP + Semantic Scholar), SOTA…
-
Forensic-grade PubMed research engine for Claude Code. Search 36M+ biomedical articles with PICO-structured queries, synthesize evidence with GRADE confidence ratings, critically…
Listado em Claude Code: claude-plugins-official (5)
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI…
-
Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current.
-
MCP server for terminal commands, file operations, and process management
-
Web scraping and crawling powered by Firecrawl. Turn any website into clean, LLM-ready markdown or structured data. Scrape single pages, crawl entire sites, search the web, and…
Listado em Claude: knowledge-work-plugins (5)
-
Connect to preclinical research tools and databases (literature search, genomics analysis, target prioritization) to accelerate early-stage life sciences R&D
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
Connect sources and search processed documents with Unstructured Foundation. Provides MCP access to source setup, processing status, document search, and document retrieval.
-
Search across all of your company's tools in one place. Find anything across email, chat, documents, and wikis without switching between apps.
-
MCP server for terminal commands, file operations, and process management
Listado em Codex: openai-curated (openai/plugins) (5)
-
Work with Zotero from Codex: search your library, export BibTeX, insert citations, and import references through the Zotero desktop app.
-
General life-sciences research workflows with query routing, evidence synthesis, and optional parallel subagent analysis across genetics, omics, biology, chemistry, structure…
-
Consensus is the go-to MCP for academic research. Connect directly to 220M+ peer-reviewed papers to search, synthesize, and build structured research outputs from within your…
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.
Listado em Community GitHub marketplaces (5)
-
Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents.
-
arxiv-mcp-server io.github.blazickjp/arxiv-mcp-server
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
-
Scholar MCP for multi-source academic search and evidence-grounded deep research.
-
Searches arXiv, summarizes or compares papers, and builds a compact literature survey as citation-ready, source-linked paper cards. Prefer the Researcher shadow agent for noisy…
-
fulltext-article-downloader io.github.computron/fulltext-article-downloader
Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record
Listado em Copilot CLI: github/awesome-copilot (5)
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai
-
Codebase-grounded concept-mastery quizzes with an interactive BrainMax Canvas dashboard.
Listado em Copilot CLI: github/copilot-plugins (5)
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
Listado em Cursor: cursor/plugins (5)
-
Search highlights and Reader documents, save articles.
-
Search company knowledge and draft verified answers.
-
Generate presentations, documents, and webpages.
-
Capture, search, and organize notes and collections.
-
Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.
Listado em Docker MCP Catalog (4)
-
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and arXiv's research repository through the Model Context Protocol (MCP). Features: • Search arXiv…
-
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
-
Production-ready RAG service to search and retrieve data from your documents.
Listado em Official MCP Registry (5)
-
Multi-engine scholarly research server for search, traversal, full text, and reading lists.
-
scholar io.github.mlintangmz2765/scholar
Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.
-
litra-paper-search io.github.akkylab/litra-paper-search
MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization
-
Search scholarly sources, verify references, and export citations with traceable evidence.
-
semanticscholar io.github.SMABoundless/semanticscholar
Search 200M+ papers, authors, citations, and recommendations via Semantic Scholar
Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.
Este plugin é seu?
Adicione-o aos seus projetos e prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS. Você recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.
Dados de Official MCP Registry. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.