mcp-bigquery-server vs memory
Side-by-side comparison to help you pick between these two MCP servers.
mcp-bigquery-server by ergut | memory by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 139 | ★ 85,748 |
| 30d uses | — | — |
| Score | 48 | 77 |
| Official | — | ✓ |
| Categories | DatabaseAI / LLM ToolsSecurity | Knowledge GraphAI / LLM ToolsProductivity |
| Language | TypeScript | TypeScript |
| Last commit | 1 mo ago | this month |
mcp-bigquery-server · Summary
A secure MCP server enabling LLMs to query BigQuery datasets with field-level data protection.
memory · Summary
An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.
mcp-bigquery-server · Use cases
- Natural language analysis of business data stored in BigQuery
- Healthcare data analysis with HIPAA compliance through field-level restrictions
- Financial reporting with automatic protection of sensitive columns
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
mcp-bigquery-server · Install
Installation
- **Install prerequisites**: Node.js 14+, Google Cloud project with BigQuery enabled, and Claude Desktop
- **Authenticate with Google Cloud**:
``bash gcloud auth application-default login ``
- **Configure Claude Desktop** (
claude_desktop_config.json):
``json { "mcpServers": { "bigquery": { "command": "npx", "args": [ "-y", "@ergut/mcp-bigquery-server", "--project-id", "your-project-id" ] } } } ``
For Protected Mode with sensitive data, add --config-file /path/to/config.json to the args.
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"]
}
}
}