science-ai-mcp-server
# science-ai-mcp-server
[Model Context Protocol](https://modelcontextprotocol.io/) server for [Science AI Journal](https://scienceaijournal.com) 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:
```json
{
"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
TDQS
Scored across 7 tools
Each tool has a clear, distinct purpose: duplicate checking, research gaps, journal recommendations, paper pre-check, expert review, and writer pipeline status/start. No significant overlap, and tools like check_duplicate_publication and pre_check_paper serve different aspects of pre-submission.
All tool names follow a consistent verb_noun pattern with underscores (e.g., check_duplicate_publication, find_research_gaps, start_writer_pipeline). Even hakem_review_paper integrates a proper noun but still follows the same structure. No mixing of styles or conventions.
7 tools is well-scoped for an academic research workflow server, covering pre-submission checks, gap analysis, journal recommendations, review, and writing pipeline. Not too few to be trivial, nor too many to be overwhelming.
The tool set covers the main pre-submission and review stages comprehensively, but lacks tools for editing, submitting, or tracking submissions beyond the writer pipeline. Minor gaps exist, such as no cancel or update for the pipeline, but core workflows are well-represented.