What is the key difference between Stipple — Document Verification & Extraction and Ruv Swarm?

Stipple — Document Verification & Extraction belongs to the Developer Tools category with local stdio execution, while Ruv Swarm belongs to the Developer Tools category with local stdio execution.

How do I install Stipple — Document Verification & Extraction or Ruv Swarm 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.

Which MCP server has more tools and community activity?

Stipple — Document Verification & Extraction lists 13 tools with 0 views and 0 GitHub stars. Ruv Swarm lists 0 tools with 2 views and 380 GitHub stars.

Can I use both Stipple — Document Verification & Extraction and Ruv Swarm 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.

Side-by-Side Model Context Protocol Comparison

Stipple — Document Verification & Extraction vs Ruv Swarm

Q: Are Stipple — Document Verification & Extraction and Ruv Swarm free or paid?

Stipple — Document Verification & Extraction operates under a Free / Open Source model (No auth required). Ruv Swarm operates under a Free / Open Source model (No auth required).

In-depth architectural comparison of the Stipple — Document Verification & Extraction and Ruv Swarm 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

Stipple — Document Verification & Extraction

Developer Tools · Local stdio

Quality: 45/100 (Fair) | Auth: No auth required

Ruv Swarm

Developer Tools · Local stdio

Quality: 49/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Stipple — Document Verification & Extraction if you need specialized Developer Tools tools running via a local process. Choose Ruv Swarm if your workspace requires Developer Tools integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Stipple — Document Verification & Extraction when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: verify_document, extract_fields, verify_identity.

Explore Stipple — Document Verification & Extraction Details

Choose Ruv Swarm when:

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

Explore Ruv Swarm Details

Feature & Specification Comparison

Specification	S Stipple — Document Verification & Extraction Developer Tools	R Ruv Swarm Developer Tools
Summary
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Stipple — Document Verification & Extraction Tools (13)

verify_document

Forensic authenticity inspection of a PDF/image (URL or base64): `risk_band` + `inspection_quality` + evidence

extract_fields

Structured fields from a document: ad-hoc field lists, templates (payslip, tax invoice, bank statement, receipt, contract), tables, per-value grounding, redaction, layout, chunking, splitting

verify_identity

Australian identity check over a document set: AFP 100-point or AUSTRAC safe-harbour, with exactly what is missing

check_pack

Does a document set satisfy a checklist (named scheme or ad-hoc requirements)?

screen_adverse_media

Adverse media + corroboration-gated sanctions/PEP screening of a person or organisation

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).

Stipple — Document Verification & Extraction Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "stipple-document-verification-extraction": {
      "command": "npx",
      "args": [
        "-y",
        "stipple-document-verification-extraction"
      ]
    }
  }
}

Ruv Swarm Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "ruv-swarm": {
      "command": "npx",
      "args": [
        "-y",
        "ruv-swarm@latest"
      ]
    }
  }
}

Frequently Asked Questions

Stipple — Document Verification & Extraction is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Ruv Swarm belongs to Developer Tools using local stdio subprocess. Select Stipple — Document Verification & Extraction when you need capabilities focused on developer tools and Ruv Swarm when you require tools for developer tools.

More alternatives to Stipple — Document Verification & Extraction More alternatives to Ruv Swarm Developer Tools category hub Canonical compare URL