io.github.SelfPy/science-ai-mcp-server

MCPcommunity
v0.1.2io.github.SelfPyUnknownUpdated 4mo agonpm

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

Model Context Protocol server for Science AI Journal tools. Use Pre-Check, AI Review, Research Gaps, Journal Recommender, Duplicate Publication Checker, and the Article Writer from inside Claude Desktop, Cursor, Cline, or any MCP-enabled client — without leaving your assistant. Full docs and screenshots: 1. Generate an API key at (free account required). Copy the token — you only see it once. 2.…

Works in
ClaudeCursorCopilotGemini

Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
4mo agoLast update
Package
Authorio.github.SelfPy
LicenseUnknown
Version0.1.2
Sourcemcp-registry
npmscience-ai-mcp-server
SBOMCycloneDX 1.6 ↓
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/20
→ Publisher: run `forge publish` from the package repo to claim ownership
—Ed25519 publish signature+0/5
→ Included automatically when the publisher runs `forge publish`
—Domain verification+0/5
→ Publisher: host /.well-known/forge.json on the package homepage with { "publisher": "<github-login>" }
—npm Trusted Publishing (Sigstore)+0/5
→ Publish from GitHub Actions with --provenance so the attestation binds this package to this repo
—npm maintainer match+0/5
→ Earned once your identity is verified above and that login is an npm maintainer of this package
✓CVE scan · clean+30/30
✓Static analysis · clean+20/20
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
Dependencies✓ 60 resolved+ · none vulnerable
Tool surface7 tools · 2 privileged
Security scan✓ Cleanv0.1.3 · 3mo agoHow well does this scan work?
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

7 tools · 2 privileged
Statically extracted from the published packagev0.1.3 · 3mo ago

Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.

ai_review_paperNo description published

This tool published no description. Forge does not invent one.

start_writer_pipelineprivilegedNo description published

This tool published no description. Forge does not invent one.

get_writer_pipeline_statusprivilegedNo description published

This tool published no description. Forge does not invent one.

check_duplicate_publicationNo description published

This tool published no description. Forge does not invent one.

recommend_journalsNo description published

This tool published no description. Forge does not invent one.

pre_check_paperNo description published

This tool published no description. Forge does not invent one.

find_research_gapsNo description published

This tool published no description. Forge does not invent one.

0 of 7 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

Model Context Protocol server for Science AI Journal tools. Use Pre-Check, AI Review, Research Gaps, Journal Recommender, Duplicate Publication Checker, and the Article Writer from inside Claude Desktop, Cursor, Cline, or any MCP-enabled client — without leaving your assistant. Full docs and screenshots: ** 1. Generate an API key at (free account required). Copy the token — you only see it once. 2. Add this block to your Claude Desktop config file: Config file locations: macOS: Windows: Linux:…

Keywords
mcp
Alternatives
Comparing tool surfaces…

Tools exposed

7 tools · 2 privileged · observed by static extraction. A tool surface is what one scan read on one day, not a live capability list.

Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.

No dependency coverage

This package was last scanned before Forge began storing the resolved tree. The next scan will record it.