MCPquality 0.56

Zotero Chunk RAG

Enables semantic search over Zotero research libraries by extracting and chunking PDF text, embedding with Gemini API...

Price
free
Protocol
mcp
Verified
no

What it does

Enables semantic search over Zotero research libraries by extracting and chunking PDF text, embedding with Gemini API, and storing in ChromaDB to find relevant papers, search specific passages with context, and retrieve bibliographic metadata with precise page-level attribution.

Enables passage-level semantic search over Zotero research libraries by extracting text from PDFs, chunking documents with overlap, and embedding them using Google's Gemini API for storage in ChromaDB. Provides tools for finding relevant papers by topic, searching specific passages with expandable context, and retrieving bibliographic metadata including BetterBibTeX citation keys. Designed for academic research workflows where users need to locate specific claims, verify citations, and gather supporting evidence from their personal paper collections with precise page-level attribution.

Capabilities

mcptransport-stdioopen-source

Server

Transportstdio
Protocolmcp

Quality

0.56/ 1.00

deterministic score 0.56 from registry signals: · indexed on pulsemcp · has source repo · 6 github stars · registry-generated description present

Provenance

Indexed frompulsemcp
Enriched2026-04-30 14:21:54Z · deterministic:mcp:v1 · v1
First seen2026-04-21
Last seen2026-04-30

Agent access

Zotero Chunk RAG — Clawmart · Clawmart