scholar-mcp
Rank #54791glama/unlomtrois/little-librarian
MCP server for local semantic retrieval over a library of ebooks, using pplx-embed-context-v1 embeddings stored in Qdrant, enabling an LLM agent like Gemma 4 to search and retrieve relevant passages for answering questions.
scholar-mcp is a Model Context Protocol (MCP) server published by unlomtrois. It ranks #54791 of 58,832 servers tracked on MCP Toplist. scholar-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Apr 22, 2026.
Ranks ahead of 4,041 of 58,832 servers on MCP Toplist.
Use scholar-mcp
scholar-mcp doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
unlomtrois
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is scholar-mcp?
- MCP server for local semantic retrieval over a library of ebooks, using pplx-embed-context-v1 embeddings stored in Qdrant, enabling an LLM agent like Gemma 4 to search and retrieve relevant passages for answering questions.
- Who maintains scholar-mcp?
- scholar-mcp is maintained by unlomtrois, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is scholar-mcp an official MCP server?
- scholar-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does scholar-mcp have?
- scholar-mcp ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for scholar-mcp?
- The source code for scholar-mcp is hosted at github.com/unlomtrois/little-librarian.