{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.notwhiteblank/scholar-rag-mcp","description":"Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.","title":"Scholar RAG MCP","repository":{"url":"https://github.com/notwhiteblank/scholar-rag-mcp","source":"github"},"version":"0.4.0","packages":[{"registryType":"pypi","identifier":"scholar-rag-mcp","version":"0.4.0","transport":{"type":"stdio"},"environmentVariables":[{"description":"Data root directory (knowledge bases, caches, jobs)","name":"SCHOLAR_RAG_DATA_DIR"},{"description":"OpenAI-compatible chat endpoint for annotation/keywords (e.g. local vLLM)","isRequired":true,"name":"SCHOLAR_RAG_CHAT_BASE_URL"},{"description":"OpenAI-compatible embeddings endpoint","isRequired":true,"name":"SCHOLAR_RAG_EMBED_BASE_URL"},{"description":"Rerank endpoint (/v1/rerank)","isRequired":true,"name":"SCHOLAR_RAG_RERANK_BASE_URL"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-09-04T01:53:07.362043Z","publishedAt":"2026-09-04T01:53:07.362043Z","updatedAt":"2026-09-04T01:53:07.362043Z","isLatest":true}}}
