What is the key difference between Data Profiler and Docalyze?

Data Profiler belongs to the Workplace & Productivity category with local stdio execution, while Docalyze belongs to the Workplace & Productivity category with local stdio execution.

How do I install Data Profiler or Docalyze in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Data Profiler and Docalyze free or paid?

Data Profiler operates under a Free / Open Source model (No auth required). Docalyze operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Data Profiler lists 0 tools with 0 views and 0 GitHub stars. Docalyze lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Data Profiler and Docalyze together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Data Profiler or Docalyze in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Data Profiler and Docalyze free to use, or do they require API keys?

Data Profiler is listed under a Free / Open Source model with No auth required . Docalyze operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Data Profiler and Docalyze at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both data-profiler and docalyze as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Data Profiler has a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. Docalyze holds a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Data Profiler vs Docalyze

In-depth architectural comparison of the Data Profiler and Docalyze MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Data Profiler

Workplace & Productivity · Local stdio

Quality: 27/100 (Emerging) | Auth: No auth required

Docalyze

Workplace & Productivity · Local stdio

Quality: 27/100 (Emerging) | Auth: No auth required

Verdict Summary: Choose Data Profiler if you need specialized Workplace & Productivity tools running via a local process. Choose Docalyze if your workspace requires Workplace & Productivity integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Data Profiler when:

You need dedicated capabilities in the Workplace & Productivity domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Data Profiler Details

Choose Docalyze when:

You need dedicated capabilities in the Workplace & Productivity domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Docalyze Details

Feature & Specification Comparison

Specification	D Data Profiler Workplace & Productivity	D Docalyze Workplace & Productivity
Summary	Profile local CSV, Parquet, JSON and Excel files into a compact data-quality summary.	Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). No API keys needed.
Category & Scope	Workplace & Productivity	Workplace & Productivity
Quality signal

Tools & Capabilities Breakdown

Data Profiler Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Docalyze Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Data Profiler Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "data-profiler": {
      "command": "npx",
      "args": [
        "-y",
        "data-profiler"
      ]
    }
  }
}

Docalyze Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "docalyze": {
      "command": "npx",
      "args": [
        "-y",
        "docalyze"
      ]
    }
  }
}

Frequently Asked Questions

Data Profiler is categorized under Workplace & Productivity and uses a local stdio subprocess. In contrast, Docalyze belongs to Workplace & Productivity using local stdio subprocess. Select Data Profiler when you need capabilities focused on workplace & productivity and Docalyze when you require tools for workplace & productivity.

More alternatives to Data Profiler More alternatives to Docalyze Workplace & Productivity category hub