What is the key difference between African Speech Corpora Quality Audit and Ruv Swarm?

African Speech Corpora Quality Audit 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 African Speech Corpora Quality Audit 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.

Are African Speech Corpora Quality Audit and Ruv Swarm free or paid?

African Speech Corpora Quality Audit operates under a Free / Open Source model (No auth required). Ruv Swarm operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

African Speech Corpora Quality Audit lists 8 tools with 0 views and 1 GitHub stars. Ruv Swarm lists 0 tools with 2 views and 380 GitHub stars.

Can I use both African Speech Corpora Quality Audit 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

African Speech Corpora Quality Audit vs Ruv Swarm

In-depth architectural comparison of the African Speech Corpora Quality Audit 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

African Speech Corpora Quality Audit

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 African Speech Corpora Quality Audit 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 African Speech Corpora Quality Audit 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: list_corpora, audit_corpus, plan_training_set.

Explore African Speech Corpora Quality Audit 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	A African Speech Corpora Quality Audit Developer Tools	R Ruv Swarm Developer Tools
Summary	Read-only, provenance-aware selection of Wolof speech corpora by measured quality.	Neural network swarm orchestration with WebAssembly acceleration and MCP integration
Category & Scope	Developer Tools	Developer Tools

Tools & Capabilities Breakdown

African Speech Corpora Quality Audit Tools (8)

list_corpora

List variants, audit state, recommended use, and validation state.

audit_corpus

Return counts, durations, verification basis, warnings, and separate published figures.

plan_training_set

Build a plan without double-counting derivatives or including benchmarks by default.

filter_segments

Filter only when a row-level manifest exists; otherwise refuse to promise exclusions.

compare_corpora

Compare quality, domain, language purity, license, and metric freshness.

search_segments

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).

African Speech Corpora Quality Audit Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "african-speech-corpora-quality-audit": {
      "command": "npx",
      "args": [
        "-y",
        "african-speech-corpora-quality-audit"
      ]
    }
  }
}

Ruv Swarm Configuration

mcpServers (Claude Desktop / Cursor)

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

Frequently Asked Questions

African Speech Corpora Quality Audit is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Ruv Swarm belongs to Developer Tools using local stdio subprocess. Select African Speech Corpora Quality Audit when you need capabilities focused on developer tools and Ruv Swarm when you require tools for developer tools.

More alternatives to African Speech Corpora Quality Audit More alternatives to Ruv Swarm Developer Tools category hub