MCP100 verdict
Not currently recommended. Promising for supervised research workflows that expose only an intentionally scoped Zotero library to the connected MCP client.
MCP100 Assessment
Editorial verdict
Promising for supervised research workflows that expose only an intentionally scoped Zotero library to the connected MCP client.
Reviewed 2026-08-11 · Next review 2026-09-10
Task Fit
Mapped
Specialized workflows
Trust
Status warning
tool_contract; install_supply_chain; advisory_freshness
Maintenance
Activity observed
A dated repository or package update is available; editorial maintenance review is still pending.
Popularity
Signals available
Visible usage signals are shown for discovery only, not as proof of safety.
Best for
- Searching, reading, and organizing publisher-documented Zotero library metadata and research content through an MCP client
Not ideal for
- A complete literature review, authoritative citation validation, or document access outside the configured Zotero library
Avoid if
- The library contains private notes, attachments, unpublished research, or credentials that must not reach the connected model
Trade-offs
- Direct library context can improve research assistance, while local or API setup and access to notes and attachments increase privacy and synchronization concerns.
Evidence scope
Evidence
Popularity
4.7k MCP repository stars
26.6k package downloads · PyPI Stats · Third-party
Stars observed 2026-08-14T18:46:26.000Z · Downloads observed 2026-08-14T18:46:26.000Z
Exact implementation repository metric.
Exact implementation package metric from a disclosed third-party provider.
Maintenance
Publisher activity observed 2026-08-13T11:42:18Z
Current source snapshot
Trust review
Source relationship: Community implementation
Reviewed 2026-08-11 · Next review 2026-09-10