Q1 Crafter Mcp
About
<p align="center"> <img src="https://img.shields.io/badge/MCP-Server-blueviolet?style=for-the-badge&logo=anthropic" alt="MCP Server" /> <img src="https://img.shields.io/badge/Python-3.10+-3776AB?style=for-the-badge&logo=python&logoColor=white" alt="Python" /> <img…
Details
- Author
- zaeyasa
- Downloads
- 148
- Categories
- Other
Jump to
- Multi‑source search across 18 academic APIs in parallel
- Intelligent deduplication via exact DOI and fuzzy title matching
- Native support for Turkish sources (TR Dizin, DergiPark, YÖK Tez)
- Literature analysis with gap detection and TF‑IDF keyword extraction
- APA 7th edition citation formatting and reference list generation
- One‑click .docx manuscript generation with title page and sections
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Q1 Crafter McpCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Install with pip install q1-crafter-mcp, optionally configure API keys in a .env file, then run q1-crafter-mcp. Add it to Claude Desktop’s claude_desktop_config.json to start. Users interact via natural language prompts in Claude, e.g., “Search for papers about machine learning in drug discovery…”
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"q1 crafter mcp": {
"q1-crafter": {
"command": "q1-crafter-mcp",
"env": {
"SCOPUS_API_KEY": "your-scopus-key",
"IEEE_API_KEY": "your-ieee-key",
"SPRINGER_API_KEY": "your-springer-key",
"NCBI_API_KEY": "your-pubmed-key",
"UNPAYWALL_EMAIL": "your-email@example.com"
}
}
}
}
}
McpServers
{
"q1-crafter": {
"command": "q1-crafter-mcp",
"env": {
"SCOPUS_API_KEY": "your-scopus-key",
"IEEE_API_KEY": "your-ieee-key",
"SPRINGER_API_KEY": "your-springer-key",
"NCBI_API_KEY": "your-pubmed-key",
"UNPAYWALL_EMAIL": "your-email@example.com"
}
}
}
<p align="center">
</p>
<h1 align="center">🎓 Q1 Crafter MCP</h1>
<p align="center">
<strong>Academic Research MCP Server for Claude Desktop</strong><br/>
Automates the full research cycle — from source discovery across 18 databases<br/>
to Q1-quality, APA 7-formatted <code>.docx</code> output.
</p>
<p align="center">
<a href="#-features">Features</a> •
<a href="#-quick-start">Quick Start</a> •
<a href="#%EF%B8%8F-claude-desktop-setup">Claude Desktop</a> •
<a href="#-available-tools">Tools</a> •
<a href="#-supported-sources">Sources</a> •
<a href="#-contributing">Contributing</a>
</p>
---
✨ Features
| Category | Highlights |
|----------|-----------|
| 🔍 Multi-Source Search | Query 18 academic APIs in parallel with smart field-based routing |
| 🔄 Intelligent Dedup | Two-phase deduplication: exact DOI match → fuzzy title (92% Levenshtein) |
| 🇹🇷 Turkish Sources | Native support for TR Dizin, DergiPark (OAI-PMH), YÖK Tez Merkezi |
| 📊 Literature Analysis | Gap detection, keyword extraction (TF-IDF), citation validation |
| 📈 Visualizations | Publication trends, source distribution, citation network (Mermaid) |
| 📝 APA 7 Engine | Full citation formatter — handles 1/2/3+/20+ author rules, DOI formatting |
| 📄 DOCX Generator | One-click manuscript generation with title page, sections, references |
| ⚡ Zero Config | Free sources work instantly; paid APIs activate when keys are provided |
---
🚀 Quick Start
Installation
``
bash
pip install q1-crafter-mcp
`
Configuration
`bash
Copy the example env file
cp .env.example .env
Add your API keys (optional — free sources work without any keys!)
Edit .env and fill in the keys you have
`
Run
`bash
q1-crafter-mcp
`
---
🖥️ Claude Desktop Setup
Add to your Claude Desktop configuration file:
<details>
<summary><strong>📋 Windows</strong> — <code>%APPDATA%\Claude\claude_desktop_config.json</code></summary>
`json
{
"mcpServers": {
"q1-crafter": {
"command": "q1-crafter-mcp",
"env": {
"SCOPUS_API_KEY": "your-scopus-key",
"IEEE_API_KEY": "your-ieee-key",
"SPRINGER_API_KEY": "your-springer-key",
"NCBI_API_KEY": "your-pubmed-key",
"UNPAYWALL_EMAIL": "your-email@example.com"
}
}
}
}
`
</details>
<details>
<summary><strong>📋 macOS</strong> — <code>~/Library/Application Support/Claude/claude_desktop_config.json</code></summary>
`json
{
"mcpServers": {
"q1-crafter": {
"command": "q1-crafter-mcp",
"env": {
"SCOPUS_API_KEY": "your-scopus-key",
"IEEE_API_KEY": "your-ieee-key",
"SPRINGER_API_KEY": "your-springer-key"
}
}
}
}
`
</details>
> 💡 Tip: You don't need all API keys! Free sources (arXiv, CrossRef, OpenAlex, PubMed, etc.) work out of the box. Add paid keys to unlock more databases.
---
🛠 Available Tools
🔍 Search Tools
| Tool | Description |
|------|-------------|
| search_academic | Search up to 18 databases in parallel with smart routing |
| search_by_doi | Look up any paper by its DOI |
| search_citations | Find all papers that cite a given work |
| search_references | Get the reference list of a paper |
📊 Analysis Tools
| Tool | Description |
|------|-------------|
| analyze_literature | Identify research gaps, themes, trends, and top-cited papers |
| validate_citations | Bidirectional check: in-text citations ↔ reference list |
| extract_keywords | TF-IDF keyword extraction with bigram support |
📈 Visualization Tools
| Tool | Description |
|------|-------------|
| generate_comparison_table | Paper comparison tables (Markdown, CSV, APA format) |
| generate_trend_chart | Publication trend charts (base64 PNG, dark theme) |
| generate_citation_network | Citation network visualization (Mermaid diagram) |
📝 Output Tools
| Tool | Description |
|------|-------------|
| write_section | Academic section scaffolding with IMRaD templates |
| format_references_apa7 | APA 7th edition reference list formatter |
| build_docx | Generate formatted .docx manuscript |
| check_api_status | Check which API sources are available |
---
🌐 Supported Sources
<table>
<tr>
<th>🆓 Free (No Key)</th>
<th>🔑 Free (Key Required)</th>
<th>🏛️ Institutional</th>
<th>🇹🇷 Turkish</th>
</tr>
<tr>
<td>
- arXiv
- CrossRef
- OpenAlex
- Europe PMC
- DOAJ
- BASE
</td>
<td>
- Semantic Scholar
- PubMed (NCBI)
- CORE
- Unpaywall
</td>
<td>
- Scopus (Elsevier)
- Web of Science
- IEEE Xplore
- Springer Nature
- ScienceDirect
- Dimensions
</td>
<td>
- TR Dizin
- DergiPark (OAI-PMH)
- YÖK Tez Merkezi
</td>
</tr>
</table>
---
🏗 Architecture
`
q1-crafter-mcp/
├── src/q1_crafter_mcp/
│ ├── server.py # MCP server + 14 tool registrations
│ ├── config.py # Settings & API key management
│ ├── models.py # Pydantic data models
│ └── tools/
│ ├── search/ # 18 API clients + aggregator + dedup
│ ├── analysis/ # Gap analyzer, keywords, summarizer
│ ├── visualization/ # Charts, tables, citation network
│ └── output/ # APA formatter, section writer, DOCX
├── tests/ # 120 unit tests
├── pyproject.toml
└── .env.example
`
How It Works
`mermaid
graph LR
A[Claude Desktop] -->|MCP| B[Q1 Crafter Server]
B --> C[🔍 Search 18 APIs]
C --> D[🔄 Deduplicate]
D --> E[📊 Analyze]
E --> F[📈 Visualize]
E --> G[📝 APA 7 Format]
G --> H[📄 .docx Output]
`
1. Search — Queries up to 18 databases in parallel, routes by field (medicine → PubMed, CS → Semantic Scholar)
2. Deduplicate — Removes duplicates via exact DOI + fuzzy title matching (92% threshold)
3. Analyze — Identifies themes, gaps, trends, and extracts keywords
4. Visualize — Generates charts, tables, and citation networks
5. Format — Applies APA 7th edition rules for citations and references
6. Output — Assembles everything into a formatted .docx manuscript
---
📖 Usage Example
Just ask Claude naturally:
> 🗣 "Search for papers about machine learning in drug discovery from 2020-2024, analyze the results, and generate a literature review section with APA 7 citations."
Claude will automatically:
1. Search across available databases
2. Deduplicate and rank results
3. Analyze themes and identify gaps
4. Generate formatted citations
5. Write a structured section with proper references
---
🔑 API Key Setup
| Source | How to Get Key | Cost |
|--------|---------------|------|
| Semantic Scholar | semanticscholar.org/product/api | Free |
| PubMed (NCBI) | ncbi.nlm.nih.gov/account | Free |
| CORE | core.ac.uk/services/api | Free |
| Scopus | dev.elsevier.com | Institutional |
| IEEE Xplore | developer.ieee.org | Paid |
| Springer | dev.springernature.com | Free tier |
| Dimensions | dimensions.ai | Free for research |
---
🧪 Development
`bash
Clone the repo
git clone https://github.com/ZaEyAsa/q1-crafter-mcp.git
cd q1-crafter-mcp
Install with dev dependencies
pip install -e ".[dev]"
Run tests
pytest
Lint
ruff check src/
``---
📊 Test Coverage
| Module | Tests | What's Covered |
|--------|-------|----------------|
| Models | 15 | Paper, Author, SearchConfig, serialization |
| APA Formatter | 18 | In-text, references, ordering, Turkish chars |
| Config | 10 | Source availability, key management |
| Dedup | 9 | DOI match, fuzzy title, metadata richness |
| Analysis | 18 | Gap analysis, keywords, summarizer, citations |
| Visualization | 17 | Charts, tables, citation networks |
| Output | 12 | Section writer, DOCX generator |
| Search Base | 7 | Client lifecycle, safe_search |
| Total | 120 | All passing ✅ |
---
📄 License
MIT © ZaEyAsa
---
<p align="center">
<strong>Built with ❤️ for researchers who deserve better tools.</strong><br/>
<sub>If this helps your research, give it a ⭐ on GitHub!</sub>
</p>
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