google-scholar-mcp
# Google Scholar MCP Server
<div align="center">
[](https://www.npmjs.com/package/@dihannahdi/google-scholar-mcp)
[](https://modelcontextprotocol.io/)
[](https://www.typescriptlang.org/)
[](https://opensource.org/licenses/MIT)
[](https://nodejs.org/)
**The most comprehensive Google Scholar MCP server for AI assistants**
[Installation](#-installation) ⢠[Quick Start](#-quick-start) ⢠[Tools](#-tools) ⢠[API Reference](#-api-reference) ⢠[Contributing](#-contributing)
</div>
---
A powerful Model Context Protocol (MCP) server that connects AI assistants like Claude to Google Scholar. Search academic publications, find researchers, analyze citations, download papers, and perform advanced research workflows.
## š Features
### Tools (11 Total)
| Tool | Description |
|------|-------------|
| `search_publications` | Search for academic papers by topic, author, or date range |
| `search_author` | Find researchers by name, field, or institution |
| `get_author_profile` | Get detailed author info including h-index, publications, and coauthors |
| `get_citations` | Find papers that cite a specific publication |
| `generate_bibtex` | Generate BibTeX entries for citations |
| `get_related_articles` | Find related articles for a publication |
| `get_all_versions` | Get all available versions of a paper |
| `download_paper` | Download and store papers locally for offline access |
| `list_papers` | List all locally stored papers |
| `read_paper` | Read content of a stored paper |
| `advanced_search` | Advanced search with language, patent, and date filters |
### Prompts (6 Total)
| Prompt | Description |
|--------|-------------|
| `literature_review` | Structured approach to conducting literature reviews |
| `find_expert` | Find leading researchers in a specific field |
| `citation_analysis` | Analyze the citation impact of a publication |
| `deep_paper_analysis` | Comprehensive multi-step paper analysis workflow |
| `research_synthesis` | Synthesize research across multiple papers |
| `methodology_comparison` | Compare methodologies across research papers |
### Key Advantages
- **11 Powerful Tools**: Search, citations, related articles, versions, downloads & more
- **Advanced Search**: Filter by language, patents, review articles, and more
- **Local Paper Storage**: Download and cache papers for offline access
- **Intelligent Caching**: Reduce redundant requests with TTL-based caching
- **Rich Metadata**: Abstracts, citation counts, h-index, coauthors, and more
- **Rate Limiting**: Built-in protection against Google Scholar blocking
- **Error Handling**: Graceful handling of rate limits and CAPTCHAs
- **BibTeX Support**: Generate proper academic citations
- **Advanced Prompts**: Pre-built workflows for deep paper analysis and research synthesis
## š¦ Installation
### Via Smithery (Recommended)
```bash
npx -y @smithery/cli install @dihannahdi/google-scholar-mcp --client claude
```
### Via npm
```bash
npm install -g @dihannahdi/google-scholar-mcp
```
### From Source
```bash
git clone https://github.com/dihannahdi/google-scholar-mcp.git
cd google-scholar-mcp
npm install
npm run build
```
## š Quick Start
### Running the Server
```bash
# If installed globally
google-scholar-mcp
# From source
npm start
# Development mode
npm run dev
```
### Configuration for Claude Desktop
Add to your `claude_desktop_config.json`:
**macOS**: `~/Library/Application Support/Claude/claude_desktop_config.json`
**Windows**: `%APPDATA%\Claude\claude_desktop_config.json`
```json
{
"mcpServers": {
"google-scholar": {
"command": "node",
"args": ["/path/to/google-scholar-mcp/dist/index.js"],
"env": {
"SCHOLAR_STORAGE_PATH": "~/.google-scholar-mcp/papers",
"SCHOLAR_RATE_LIMIT_MS": "3000",
"SCHOLAR_CACHE_ENABLED": "true",
"SCHOLAR_CACHE_TTL_MS": "3600000",
"SERPAPI_KEY": "your_serpapi_key_here",
"SCHOLAR_USE_SERPAPI_FALLBACK": "true"
}
}
}
}
```
Or using npx:
```json
{
"mcpServers": {
"google-scholar": {
"command": "npx",
"args": ["-y", "@dihannahdi/google-scholar-mcp"]
}
}
}
```
### Environment Variables
| Variable | Description | Default |
|----------|-------------|---------|
| `SCHOLAR_STORAGE_PATH` | Path to store downloaded papers | `~/.google-scholar-mcp/papers` |
| `SCHOLAR_RATE_LIMIT_MS` | Rate limit between requests (ms) | `3000` |
| `SCHOLAR_CACHE_ENABLED` | Enable response caching | `true` |
| `SCHOLAR_CACHE_TTL_MS` | Cache time-to-live (ms) | `3600000` (1 hour) |
| `SCHOLAR_PROXY_URL` | Optional proxy URL | - |
| `SERPAPI_KEY` | SerpAPI key for reliable fallback ([get free key](https://serpapi.com)) | - |
| `SCHOLAR_USE_SERPAPI_FALLBACK` | Enable automatic SerpAPI fallback when blocked | `false` |
| `SCHOLAR_ROTATE_USER_AGENT` | Rotate user agents to avoid detection | `true` |
| `SCHOLAR_ENABLE_JITTER` | Add random delays between requests | `true` |
| `SCHOLAR_JITTER_MAX_MS` | Maximum jitter delay in milliseconds | `2000` |
### š SerpAPI Fallback (Recommended)
Google Scholar aggressively blocks automated access. To ensure **100% uptime**, we recommend using [SerpAPI](https://serpapi.com/google-scholar-api) as a fallback:
1. **Get a free API key** at [serpapi.com](https://serpapi.com) (100 free searches/month)
2. **Set environment variables**:
```bash
export SERPAPI_KEY="your_serpapi_key"
export SCHOLAR_USE_SERPAPI_FALLBACK="true"
```
**How it works:**
- The server first attempts direct scraping (free, but may be blocked)
- If blocked, it automatically falls back to SerpAPI (reliable, paid)
- Results are normalized to the same format regardless of source
**Benefits of SerpAPI:**
- ā
100% uptime guarantee
- ā
No CAPTCHA or blocking issues
- ā
Handles all anti-bot measures
- ā
Rich structured data
- ā
Author profiles, citations, related articles
## š Usage Examples
### Search for Publications
```
Search for recent machine learning papers about transformers
Tool: search_publications
Arguments:
query: "transformer neural network"
yearStart: 2020
numResults: 10
sortBy: "relevance"
```
### Find an Author
```
Find researchers working on quantum computing at MIT
Tool: search_author
Arguments:
query: "quantum computing"
organization: "MIT"
numResults: 5
```
### Get Author Profile
```
Get detailed profile for Geoffrey Hinton
Tool: get_author_profile
Arguments:
scholarId: "JicYPdAAAAAJ"
```
### Get Citations
```
Find papers citing "Attention Is All You Need"
Tool: get_citations
Arguments:
clusterId: "4054916225996727837"
numResults: 10
sortBy: "date"
```
### Generate BibTeX
```
Create BibTeX for a paper
Tool: generate_bibtex
Arguments:
title: "Attention Is All You Need"
authors: ["Ashish Vaswani", "Noam Shazeer", "Niki Parmar"]
year: 2017
venue: "Advances in Neural Information Processing Systems"
```
## š§ API Reference
### search_publications
Search Google Scholar for academic publications.
**Parameters:**
| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| query | string | Yes | - | Search query |
| author | string | No | - | Filter by author name |
| yearStart | number | No | - | Start year for filter |
| yearEnd | number | No | - | End year for filter |
| numResults | number | No | 10 | Number of results (1-20) |
| sortBy | string | No | "relevance" | "relevance" or "date" |
**Returns:**
- List of publications with title, authors, abstract, venue, year, citation count, URLs
### search_author
Search for academic researchers.
**Parameters:**
| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| query | string | Yes | - | Author name or keywords |
| organization | string | No | - | Filter by institution |
| numResults | number | No | 10 | Number of results (1-20) |
**Returns:**
- List of author profiles with name, affiliation, interests, citation count
### get_author_profile
Get detailed author information.
**Parameters:**
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| scholarId | string | Yes | Google Scholar author ID |
**Returns:**
- Complete profile with publications, h-index, i10-index, coauthors, citation history
### get_citations
Get papers that cite a specific publication.
**Parameters:**
| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| clusterId | string | Yes | - | Google Scholar cluster ID |
| numResults | number | No | 10 | Number of results (1-20) |
| sortBy | string | No | "relevance" | "relevance" or "date" |
**Returns:**
- List of citing publications with details
### generate_bibtex
Generate a BibTeX citation entry.
**Parameters:**
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| title | string | Yes | Publication title |
| authors | string[] | Yes | List of author names |
| year | number | No | Publication year |
| venue | string | No | Journal/conference name |
| url | string | No | Publication URL |
**Returns:**
- Formatted BibTeX entry
### get_related_articles
Find related articles for a given publication.
**Parameters:**
| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| clusterId | string | Yes | - | Google Scholar cluster ID |
| numResults | number | No | 10 | Number of results (1-20) |
**Returns:**
- List of related publications with metadata
### get_all_versions
Get all available versions of a paper.
**Parameters:**
| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| clusterId | string | Yes | - | Google Scholar cluster ID |
| numResults | number | No | 10 | Number of results (1-20) |
**Returns:**
- List of all versions (preprint, published, etc.)
### download_paper
Download and store a paper locally.
**Parameters:**
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| url | string | Yes | URL to the paper (PDF, arXiv, etc.) |
| filename | string | Yes | Name for the saved file |
| metadata | object | No | Optional metadata (title, authors, year) |
**Returns:**
- Path to stored file and confirmation
### list_papers
List all locally stored papers.
**Parameters:**
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| pattern | string | No | Optional filter pattern |
**Returns:**
- List of stored papers with metadata
### read_paper
Read the content of a stored paper.
**Parameters:**
| Parameter | Type | Required | Description |
|-----------|------|----------|-------------|
| filename | string | Yes | Name of the stored file |
**Returns:**
- Paper content (text format)
### advanced_search
Advanced search with additional filters.
**Parameters:**
| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| query | string | Yes | - | Search query |
| exactPhrase | string | No | - | Exact phrase to match |
| withoutWords | string | No | - | Words to exclude |
| author | string | No | - | Filter by author |
| source | string | No | - | Filter by source/journal |
| yearStart | number | No | - | Start year filter |
| yearEnd | number | No | - | End year filter |
| language | string | No | "en" | Language code |
| includePatents | boolean | No | true | Include patents in results |
| includeCitations | boolean | No | true | Include citations |
| numResults | number | No | 10 | Number of results |
**Returns:**
- List of publications matching criteria
## š ļø Development
### Project Structure
```
google-scholar-mcp/
āāā src/
ā āāā index.ts # MCP server entry point
ā āāā config/
ā ā āāā index.ts # Environment configuration
ā āāā types/
ā ā āāā index.ts # TypeScript type definitions
ā āāā tools/
ā ā āāā definitions.ts # Tool schemas (11 tools)
ā ā āāā handlers.ts # Tool implementation
ā ā āāā index.ts
ā āāā scraper/
ā ā āāā scholar.ts # Google Scholar scraper
ā ā āāā index.ts
ā āāā utils/
ā āāā helpers.ts # URL builders, rate limiting
ā āāā cache.ts # In-memory caching
ā āāā storage.ts # Local paper storage
ā āāā index.ts
āāā dist/ # Compiled JavaScript
āāā package.json
āāā tsconfig.json
āāā README.md
```
### Building
```bash
npm run build
```
### Testing
```bash
# Run MCP Inspector for debugging
npx @modelcontextprotocol/inspector node dist/index.js
```
## ā ļø Limitations
1. **Rate Limiting**: Google Scholar may rate-limit or block requests. The server includes delays and retries, but heavy usage may trigger blocks.
2. **CAPTCHA**: Excessive requests may trigger CAPTCHA challenges. If this happens, wait a few minutes before retrying.
3. **No Official API**: This server scrapes Google Scholar's web interface, which may break if Google changes their HTML structure.
4. **Results Limited**: Maximum 20 results per request to stay within reasonable limits.
## š¤ Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
1. Fork the repository
2. Create your feature branch (`git checkout -b feature/AmazingFeature`)
3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)
4. Push to the branch (`git push origin feature/AmazingFeature`)
5. Open a Pull Request
## š License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## š Acknowledgments
- [Model Context Protocol](https://modelcontextprotocol.io/) for the MCP SDK
- [Scholarly](https://github.com/scholarly-python-package/scholarly) for inspiration
- The academic community for making research accessible
## š¬ Support
For issues and questions:
- Open an issue on GitHub
- Check the [MCP documentation](https://modelcontextprotocol.io/)
---
Made with ā¤ļø for the research community
TDQS
Scored across 11 tools
Each tool serves a distinct purpose: basic and advanced search, author discovery, citation tracking, version retrieval, local storage management, and citation generation. Even closely related tools like search_publications and advanced_search are clearly differentiated by parameter scope.
Most tool names follow a consistent verb_noun pattern (e.g., download_paper, search_author). The exception is advanced_search, which inverts the order (adjective+noun) rather than verb+noun. Overall, the pattern is predictable.
With 11 tools, the surface is well-scoped for a Google Scholar integration. It covers searching, author profiles, citation and related article discovery, local library management, and citation generation without being overwhelming.
The tool set covers the core academic research workflow comprehensively: search, retrieve, store, and cite. Minor gaps exist, such as the absence of bulk export or collaboration features, but these do not hinder basic usage.