AuthorProfileMCP vs memory
Side-by-side comparison to help you pick between these two MCP servers.
AuthorProfileMCP by alperenkocyigit | memory by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 2 | ★ 85,748 |
| 30d uses | — | — |
| Score | 34 | 77 |
| Official | — | ✓ |
| Categories | Knowledge GraphAI / LLM ToolsOther | Knowledge GraphAI / LLM ToolsProductivity |
| Language | Python | TypeScript |
| Last commit | 6 mo ago | this month |
AuthorProfileMCP · Summary
Academic author network MCP server for analyzing research collaborations and extracting keywords from scholarly profiles.
memory · Summary
An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.
AuthorProfileMCP · Use cases
- Academic research collaboration discovery
- Research trend analysis through author keywords
- Building academic network visualizations
memory · Use cases
- Personalizing AI assistant interactions by remembering user preferences, history, and relationships
- Building context-aware chat applications that maintain conversation history
- Creating knowledge bases that persist across AI model sessions
AuthorProfileMCP · Install
# Clone repository
git clone https://github.com/alperenkocyigit/AuthorProfileMCP.git
cd AuthorProfileMCP
# Create virtual environment
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install dependencies
pip install -r requirements.txt
# Run server
python server.pyFor Claude Desktop, add to claude_desktop_config.json:
{
"mcpServers": {
"author-profile": {
"command": "python",
"args": ["/path/to/AuthorProfileMCP/server.py"]
}
}
}memory · Install
Installation
Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"memory": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-memory"
]
}
}
}VS Code
Use one-click installation buttons or manually configure in .vscode/mcp.json:
{
"servers": {
"memory": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-memory"
]
}
}
}Docker
{
"mcpServers": {
"memory": {
"command": "docker",
"args": ["run", "-i", "-v", "claude-memory:/app/dist", "--rm", "mcp/memory"]
}
}
}