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Science Ai Server

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Academic peer-review (HAKEM), research-gap finding, journal recommender (1,214 venues with predatory flags), duplicate publication checker, and article writer t

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About

Academic peer-review (HAKEM), research-gap finding, journal recommender (1,214 venues with predatory flags), duplicate publication checker, and article writer tools from Science AI Journal. Free local FTS5 tools + LLM-backed tools that bill the caller's account.

README

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

from github.com/SelfPy/science-ai-mcp-server

Install Science Ai Server in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE
unyly install science-ai-mcp-server

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add science-ai-mcp-server -- npx -y science-ai-mcp-server

FAQ

Is Science Ai Server MCP free?

Yes, Science Ai Server MCP is free — one-click install via Unyly at no cost.

Does Science Ai Server need an API key?

No, Science Ai Server runs without API keys or environment variables.

Is Science Ai Server hosted or self-hosted?

A hosted option is available: Unyly runs the server in the cloud, no local setup required.

How do I install Science Ai Server in Claude Desktop, Claude Code or Cursor?

Open Science Ai Server on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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