Science AI Journal MCP Server

io.github.SelfPyPublished by GitHub account SelfPyv0.1.2Updated Oct 27, 2026

Academic peer-review, research-gap finding, journal recommender, and article writer tools.

VerifiedSTDIODesktop onlyKnowledge & Memory AI & ML

Server details

Identifier: io.github.SelfPy/science-ai-mcp-server
Transport: STDIO
Runtime: Desktop only
Trust: Verified
Published: Sep 16, 2026

Security note

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Overview

AI-generated overview

Local MCP server that connects an assistant to Science AI Journal for peer review, research-gap finding, journal recommendations and article writing.

What you can do: Run academic peer review on manuscripts
Find research gaps in a field or topic
Recommend journals for a paper
Draft or write articles
All actions go through the Science AI Journal service using an API key
When to use it: Useful for researchers, students and editors who want an assistant to help evaluate manuscripts, spot gaps in the literature, choose a target journal, or draft academic articles through the Science AI Journal platform.
Requirements: Runs locally over stdio, installed from the npm package science-ai-mcp-server (Node.js). Requires a Science AI Journal API key in SCIENCE_AI_API_KEY, generated in the account settings; the key is required for all tool calls. Optional SCIENCE_AI_BASE_URL overrides the base URL for self-hosted or staging setups. Desktop only; network access to the service is needed.

Before you install

The API key is a secret sent with every tool call; keep it out of shared configs and logs. Manuscript text and research topics are sent to the Science AI Journal service, so avoid confidential or unpublished material you cannot share with a third party. The base URL can be redirected, so only point it at a trusted host. Usage may be subject to the provider's account terms or quotas.

Installation

In SourceWeft

Open Science AI Journal MCP Server in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Tools

SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

v0.1.2LatestSep 16, 2026

Score

25% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 days25 pts
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Auth declared10 pts
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Tools listed15 pts
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DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
License10 pts
Declare a license in the repository or the registry entry.