$ timeahead_
/mcp/blog/about
← mcp scores
62
scholar-mcp
githubgithub ↗local

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.

install
source-only — no published npm / pypi package detected.
clone and follow the build instructions in the repo: github.com/unlomtrois/little-librarian
owner of this server? claim your listing to get a verified badgeclaim →
score breakdown
security (35%)100
freshness (25%)65
adoption (20%)0
quality (10%)60
trust (10%)50
capabilities · what this server can do
tool list unavailable — permissions from static analysis·auth: API key
high risk
● active   ○ not requested  ·  hover each badge for details
● fs read○ fs write○ network○ exec● eval● secrets
why high risk: fs read + eval + secrets active — can execute code, access credentials, and make external network calls.
raw data
weekly downloads0
github stars0
forks0
open issues0
license✗ missing
readme length1994 chars
last publish33d ago
last commit33d ago
last updated2d ago
score drop alerts
get notified by email when this server's score drops 5+ points