What is the key difference between Wigolo and Web Search?

Wigolo belongs to the Search & Data Extraction category with local stdio execution, while Web Search belongs to the Search & Data Extraction category with local stdio execution.

How do I install Wigolo or Web Search 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 Wigolo and Web Search free or paid?

Wigolo operates under a Freemium model (API Key required). Web Search operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Wigolo lists 6 tools with 2 views and 4,472 GitHub stars. Web Search lists 0 tools with 0 views and 1 GitHub stars.

Can I use both Wigolo and Web Search 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 Wigolo or Web Search 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 Wigolo and Web Search free to use, or do they require API keys?

Wigolo is listed under a Freemium model with API Key required . Web Search 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 Wigolo and Web Search at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both knockoutez-wigolo and web-search 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, Wigolo has a Quality Score of 63 /100 ( Good ) with 2 views, 0 installs, and 4,472 GitHub stars. Web Search holds a Quality Score of 41 /100 ( Fair ) with 0 views, 0 installs, and 1 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Wigolo vs Web Search

In-depth architectural comparison of the Wigolo and Web Search 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

Wigolo

Search & Data Extraction · Local stdio

Quality: 63/100 (Good) | Auth: API Key required

Web Search

Search & Data Extraction · Local stdio

Quality: 41/100 (Fair) | Auth: No auth required

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

Which MCP Server Should You Choose?

Choose Wigolo when:

You need dedicated capabilities in the Search & Data Extraction domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Freemium).
You have access to required keys: WIGOLO_LLM_PROVIDER, GEMINI_API_KEY, ANTHROPIC_API_KEY, OPENAI_API_KEY, GROQ_API_KEY.
Primary tools included: Multi-engine web search with local ML reranking, JavaScript rendering for dynamic web pages, Persistent local SQLite cache for all data.

Explore Wigolo Details

Choose Web Search when:

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

Explore Web Search Details

Feature & Specification Comparison

Specification	Wigolo KnockOutEZ Search & Data Extraction	Web Search Search & Data Extraction
Summary	Local-first, keyless web intelligence in one server: search, fetch, crawl, extract, cache, find-similar, and research. Multi-engine search with local ML reranking and a persistent SQLite cache, renders JS-heavy pages, and keeps everything on your machine. Install via npx wigolo init --non-interactive --agents=.	Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.
Category & Scope	Search & Data Extraction

Tools & Capabilities Breakdown

Wigolo Tools (6)

Multi-engine web search with local ML reranking

JavaScript rendering for dynamic web pages

Persistent local SQLite cache for all data

Keyless operation for search, fetch, crawl, extract, cache, and find-similar

Optional LLM integration for research and synthesized answers

Supports integration with many MCP clients and agent frameworks

Web Search 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).

Wigolo Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "knockoutez-wigolo": {
      "command": "npx",
      "args": [
        "-y",
        "wigolo"
      ],
      "env": {
        "WIGOLO_LLM_PROVIDER": "YOUR_WIGOLO_LLM_PROVIDER_HERE",
        "GEMINI_API_KEY": "YOUR_GEMINI_API_KEY_HERE",
        "ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY_HERE",
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
        "GROQ_API_KEY": "YOUR_GROQ_API_KEY_HERE"
      }
    }
  }
}

Web Search Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "web-search": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://api.groundroute.ai/mcp",
        "--header",
        "Authorization:Bearer gr_YOUR_KEY"
      ]
    }
  }
}

Frequently Asked Questions

Wigolo is categorized under Search & Data Extraction and uses a local stdio subprocess. In contrast, Web Search belongs to Search & Data Extraction using local stdio subprocess. Select Wigolo when you need capabilities focused on search & data extraction and Web Search when you require tools for search & data extraction.

More alternatives to Wigolo More alternatives to Web Search Search & Data Extraction category hub