SERVER

Zotero Chunk RAG

Rank #20114

pulsemcp/ccam80-zotero-chunk-rag

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.

Not versioned
6 GitHub stars
by ccam80 (3 servers)View repository ↗
First listed
Feb 2, 2026
Last publish date
OVERVIEW

Zotero Chunk RAG is a Model Context Protocol (MCP) server published by ccam80. It ranks #20114 of 58,832 servers tracked on MCP Toplist, and its repository has 6 GitHub stars. Zotero Chunk RAG is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Feb 2, 2026.

STANDING
#20,114of 58,832 tracked serversTop 50%

Ranks ahead of 38,718 of 58,832 servers on MCP Toplist.

CONNECT

Use Zotero Chunk RAG

Zotero Chunk RAG doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.

REGISTRIES

Listed on 1 registry

ORGANIZATION

ccam80

Organization
Total servers
3
Total versions
0
VERSIONS

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.

FAQ

Frequently asked questions

What is Zotero Chunk RAG?
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.
Who maintains Zotero Chunk RAG?
Zotero Chunk RAG is maintained by ccam80, which publishes 3 MCP servers (0 total versions) tracked on MCP Toplist.
Is Zotero Chunk RAG an official MCP server?
Zotero Chunk RAG is not on the Official MCP Registry. It is listed on PulseMCP.
How many versions does Zotero Chunk RAG have?
Zotero Chunk RAG ships as a single rolling release with no explicit version metadata.
Where can I find the source code for Zotero Chunk RAG?
The source code for Zotero Chunk RAG is hosted at github.com/ccam80/deep-zotero.
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