SelfPy/science-ai-mcp-server

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: https://scienceaijournal.com/developers/mcp

Quick start (≈ 2 minutes)

1. Generate an API key at https://scienceaijournal.com/settings?section=api-keys (free account required). Copy the saij_… token — you only see it once.

2. Add this block to your Claude Desktop config file:

   {
     "mcpServers": {
       "science-ai-journal": {
         "command": "npx",
         "args": ["-y", "science-ai-mcp-server"],
         "env": {
           "SCIENCE_AI_API_KEY": "saij_…paste your key…"
         }
       }
     }
   }
   

   Config file locations:

   • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
   • Windows: %APPDATA%\Claude\claude_desktop_config.json
   • Linux: ~/.config/Claude/claude_desktop_config.json

3. Restart Claude Desktop. The science-ai-journal server appears in the 🔌 tool list.

The same config works in Cursor (~/.cursor/mcp.json), Cline (via the VS Code extension panel), and Continue (anywhere that supports an mcpServers object).

Tools

Tool	What it does	Cost
pre_check_paper	Tier 1-5 acceptance probability from title + abstract (local FTS5, no LLM)	Free
check_duplicate_publication	Cross-reference against CrossRef + arXiv + medRxiv + bioRxiv + Unpaywall + a 900k-paper library	Free
recommend_journals	Ranked target journals from a 1,214-venue index, with predatory-journal flags	Free
find_research_gaps	Synthesised gaps + most-cited + most-recent papers around your query	Credits
ai_review_paper	Single-agent AI peer-review pass on a prepared prompt	Credits
start_writer_pipeline / get_writer_pipeline_status	Drive the Article Writer pipeline from outside the wizard	Credits

Configuration

Env var	Default	Purpose
SCIENCE_AI_API_KEY	required	Your saij_… token
SCIENCE_AI_BASE_URL	https://scienceaijournal.com	Override for self-hosted or staging environments

Troubleshooting

• Tools don't appear after editing config: fully quit the host app (not just close the window) and reopen.
• 401 unauthorized when calling a tool: the key was wrong, revoked, or expired. Mint a fresh one at Settings → API Keys.
• 429 rate limit on find_research_gaps: you hit the 10-per-hour IP quota. Wait an hour.
• npx can't resolve the package: ensure Node ≥ 20 and that your npm registry isn't set to a private mirror without this package yet (npm config set registry https://registry.npmjs.org/).

License

MIT