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SelfPy

science-ai-mcp-server

by 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).

Related MCP server: Scholar Feed MCP Server

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

Install Server
A
license - permissive license
A
quality
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

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