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Scholar RAG MCP
Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.
Topics: end to end RAG platforms
Connect
Review any command before running it. Package names and URLs come from the server's own registry entry.
Package (pypi 0.4.0)
uvx scholar-rag-mcp
Or add to your MCP client config:
{
"mcpServers": {
"scholar-rag-mcp": {
"command": "uvx",
"args": [
"scholar-rag-mcp"
],
"env": {
"SCHOLAR_RAG_DATA_DIR": "<YOUR_VALUE>",
"SCHOLAR_RAG_CHAT_BASE_URL": "<YOUR_VALUE>",
"SCHOLAR_RAG_EMBED_BASE_URL": "<YOUR_VALUE>",
"SCHOLAR_RAG_RERANK_BASE_URL": "<YOUR_VALUE>"
}
}
}
}
SCHOLAR_RAG_DATA_DIR— Data root directory (knowledge bases, caches, jobs)SCHOLAR_RAG_CHAT_BASE_URLrequired — OpenAI-compatible chat endpoint for annotation/keywords (e.g. local vLLM)SCHOLAR_RAG_EMBED_BASE_URLrequired — OpenAI-compatible embeddings endpointSCHOLAR_RAG_RERANK_BASE_URLrequired — Rerank endpoint (/v1/rerank)
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Listed in punkpeye/awesome-mcp-servers (MIT)
Data from the Official MCP Registry