MCP Tools DirectoryAbout this integration
Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.
- Transport
- stdio
- Authentication
- none
- Initial setup
- none
- Runtime
- unattended
- Evidence
- documented
- Version
- 0.4.0
- Package
- scholar-rag-mcp
- Last compatibility test
- Not independently tested
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scholar-rag-mcpPublisher README and Python manifest reviewed offline. The package, model services, Qdrant, MinerU, downloads, and MCP tools were not executed or independently security-audited. First-use model and binary downloads and destructive knowledge-base operations require operator review.
Capabilities: Ingest academic PDFs into knowledge bases, Search documents and semantic chunks, Read document text by section and page, Add and remove papers, Monitor background ingestion jobs
Connected profiles
Additional details
io.github.notwhiteblank/scholar-rag-mcp
Source ↗ · Checked 2026-09-170.4.0
Source ↗ · Checked 2026-09-17CC0-1.0; package licenses are separate
Source ↗ · Checked 2026-09-17pypi
Source ↗ · Checked 2026-09-17SCHOLAR_RAG_CHAT_BASE_URL, SCHOLAR_RAG_EMBED_BASE_URL, SCHOLAR_RAG_RERANK_BASE_URL
Source ↗ · Checked 2026-09-17scholar-rag-mcp
Source ↗ · Checked 2026-09-190.4.0
Source ↗ · Checked 2026-09-19The MCP host launches uvx scholar-rag-mcp with fixed model-service endpoint and model-name environment variables; the process waits for its client on stdio and ingestion runs as queryable background jobs.
Source ↗ · Checked 2026-09-19The documented minimal local configuration uses loopback OpenAI-compatible model-service base URLs and model names and does not specify a credential or authorization step. External model services may impose requirements outside this reviewed configuration.
Source ↗ · Checked 2026-09-19The package exposes its MCP tools over stdio. Model inference uses separately configured OpenAI-compatible HTTP endpoints, and Qdrant is auto-launched or separately connected.
Source ↗ · Checked 2026-09-19Publisher documentation reviewed; package and integration endpoint not executed or independently security-audited.
Source ↗ · Checked 2026-09-19