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Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.
npx @getmcp/cli add io.github.notwhiteblank/scholar-rag-mcpRequires Python 3.10+. Community-contributed server. Review source before installing.
SCHOLAR_RAG_CHAT_BASE_URLOpenAI-compatible chat endpoint for annotation/keywords (e.g. local vLLM)
SCHOLAR_RAG_EMBED_BASE_URLOpenAI-compatible embeddings endpoint
SCHOLAR_RAG_RERANK_BASE_URLRerank endpoint (/v1/rerank)
Config file: ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"io.github.notwhiteblank/scholar-rag-mcp": {
"command": "uvx",
"args": [
"scholar-rag-mcp"
],
"env": {
"SCHOLAR_RAG_DATA_DIR": "",
"SCHOLAR_RAG_CHAT_BASE_URL": "",
"SCHOLAR_RAG_EMBED_BASE_URL": "",
"SCHOLAR_RAG_RERANK_BASE_URL": ""
}
}
}
}