What is the key difference between Stellavault and Paper Distill MCP?

Stellavault belongs to the Knowledge & Memory category with local stdio execution, while Paper Distill MCP belongs to the Knowledge & Memory category with local stdio execution.

How do I install Stellavault or Paper Distill MCP 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 Stellavault and Paper Distill MCP free or paid?

Stellavault operates under a Free / Open Source model (No auth required). Paper Distill MCP operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Stellavault lists 0 tools with 0 views and 3 GitHub stars. Paper Distill MCP lists 0 tools with 0 views and 66 GitHub stars.

Can I use both Stellavault and Paper Distill MCP 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 Stellavault or Paper Distill MCP 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 Stellavault and Paper Distill MCP free to use, or do they require API keys?

Stellavault is listed under a Free / Open Source model with No auth required . Paper Distill MCP 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 Stellavault and Paper Distill MCP at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both stellavault and paper-distill-mcp 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, Stellavault has a Quality Score of 39 /100 ( Fair ) with 0 views, 0 installs, and 3 GitHub stars. Paper Distill MCP holds a Quality Score of 40 /100 ( Fair ) with 0 views, 0 installs, and 66 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Stellavault vs Paper Distill MCP

In-depth architectural comparison of the Stellavault and Paper Distill MCP 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

Stellavault

Knowledge & Memory · Local stdio

Quality: 39/100 (Fair) | Auth: No auth required

Paper Distill MCP

Knowledge & Memory · Local stdio

Quality: 40/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Stellavault if you need specialized Knowledge & Memory tools running via a local process. Choose Paper Distill MCP if your workspace requires Knowledge & Memory integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Stellavault when:

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

Explore Stellavault Details

Choose Paper Distill MCP when:

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

Explore Paper Distill MCP Details

Feature & Specification Comparison

Specification	S Stellavault Knowledge & Memory	P Paper Distill MCP Knowledge & Memory
Summary	Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.	Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.
Category & Scope	Knowledge & Memory	Knowledge & Memory
Quality signal

Tools & Capabilities Breakdown

Stellavault Tools (0)

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

Paper Distill MCP 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).

Stellavault Configuration

mcpServers (Claude Desktop / Cursor)

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

Paper Distill MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "paper-distill-mcp": {
      "command": "uvx",
      "args": [
        "paper-distill-mcp"
      ]
    }
  }
}

Frequently Asked Questions

Stellavault is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Paper Distill MCP belongs to Knowledge & Memory using local stdio subprocess. Select Stellavault when you need capabilities focused on knowledge & memory and Paper Distill MCP when you require tools for knowledge & memory.

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