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zra-mcp

pypi.org·Infrastructure

zra-mcp is an open-source AI-powered research assistant and standalone MCP server that provides tools for literature search, reading analysis, citation management, and review writing. It is designed for academic researchers and integrates with Zotero and the Model Context Protocol.

Open SourceMIT
CLIAPISelf-hosted
Z
Visit PyPI↗
⭐9
stars
✓6
features
📅2026
since

Overview

6 features

zra-mcp sits in PulseGate's AI & ML category. It focuses on automating literature search, citation management, and review writing for researchers using AI. zra-mcp is an open-source project aimed at academic researchers. The project is open source (MIT). zra-mcp is available on the command line and API, and it can be self-hosted.

qiobn builds and maintains zra-mcp, and the product first shipped in 2026. The project is developed in the open on GitHub with 117 commits in the last 90 days. Across PulseGate's embedding index, zra-mcp has few near neighbours, marking it as relatively distinct. Among its 6 catalogued features are literature search, citation management, and review writing. It exposes integrations via an MCP server.

  • ✓Literature search
  • ✓Citation management
  • ✓Review writing
  • ✓Semantic search
  • ✓MCP server
  • ✓CLI interface

Tags

zotero-assistantmcp-serverliterature-review

AI capabilities

TextStructuredInference: LocalWeights: Open

Built with & integrations

Connectors
MCP
Runs on
CLIAPI-onlySelf-hosted

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 13, 5:43 AM

    zra-mcp discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about zra-mcp

What is zra-mcp?
Zra-mcp focuses on automating literature search, citation management, and review writing for researchers using AI. It is catalogued under AI & ML on PulseGate.
Who should use zra-mcp?
zra-mcp is an open-source project built for academic researchers.
Does zra-mcp have a free plan?
Yes — zra-mcp is open source under the MIT license and free to use.
What platforms does zra-mcp run on?
zra-mcp runs on the command line and API. It can also be self-hosted.
Is zra-mcp still active?
PulseGate's automated liveness checks currently classify zra-mcp as active. The GitHub repository shows 117 commits in the last 90 days.
What tools are similar to zra-mcp?
Similar tools tracked by PulseGate include zotero-research-assistant, Zotero MCP, and mcp-remlezrd.zotero-research-assistantZotero MCPmcp-remlezrd
Who develops zra-mcp?
zra-mcp is developed by qiobn.
How long has zra-mcp been around?
zra-mcp first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
License
MIT
First seen
Jul 13, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
academic researchers
Model
Open source
Solves
Automating literature search, citation management, and review writing for researchers using AI.

Developer

qiobn
Solo developer

Open source

⭐ Stars
9
🍴 Forks
0
Open issues
0
Last commit
today
Commits 90d
117
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.2.0 · 1mo ago

PulseGate index

Confidence
Low · 64
Indexed
Jul 13, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
today
Freshness
Unknown
Identity audit (9)
Entity ID
cmrisrani0221qbwewegixqoc
Slug
zra-mcp-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 13, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 13, 2026
Canonical URL
https://pypi.org/project/zra-mcp

Similar apps

Other apps tracked under the same category.

  • zotero-research-assistant
    pypi.org
  • Zotero MCP
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  • mcp-remlezrd
    pypi.org
  • contextl-mcp
    pypi.org
  • ithz-mcp
    pypi.org
  • projectmind-mcp
    pypi.org