What is the key difference between Crawlora MCP and Scout MCP?

Crawlora MCP belongs to the Search & Data Extraction category with local stdio execution, while Scout MCP belongs to the Search & Data Extraction category with local stdio execution.

How do I install Crawlora MCP or Scout 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 Crawlora MCP and Scout MCP free or paid?

Crawlora MCP operates under a Freemium model (API Key required). Scout MCP operates under a Freemium model (API Key required).

Which MCP server has more tools and community activity?

Crawlora MCP lists 987 tools with 3 views and 1 GitHub stars. Scout MCP lists 21 tools with 2 views and 1 GitHub stars.

Can I use both Crawlora MCP and Scout 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.

Side-by-Side Model Context Protocol Comparison

Crawlora MCP vs Scout MCP

In-depth architectural comparison of the Crawlora MCP and Scout 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

Crawlora MCP

Search & Data Extraction · Local stdio

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

Scout MCP

Search & Data Extraction · Local stdio

Quality: 56/100 (Good) | Auth: API Key required

Verdict Summary: Choose Crawlora MCP if you need specialized Search & Data Extraction tools running via a local process. Choose Scout MCP 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 Crawlora MCP 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: CRAWLORA_API_KEY.
Primary tools included: agoda_activities_search, agoda_activity_detail, agoda_flights_itinerary_amenities.

Explore Crawlora MCP Details

Choose Scout MCP 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: XAI_API_KEY, GITHUB_TOKEN, YOUTUBE_API_KEY, PH_CLIENT_ID, PH_CLIENT_SECRET, REDDIT_CLIENT_ID, REDDIT_CLIENT_SECRET, QIITA_TOKEN.

Feature & Specification Comparison

Specification	Crawlora MCP Crawlora-org Search & Data Extraction	Scout MCP bartonguestier1725-collab Search & Data Extraction
Summary	Hosted MCP for structured public web data — 319 tools across search, maps, commerce, social, and finance, each returning clean JSON. Free 2,000 credits/mo.	Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit, X), and community blogs (Dev.to, Hashnode, Qiita, Zenn). Parallel fetch with structured JSON output. npx -y scout-cli.
Category & Scope

Tools & Capabilities Breakdown

Crawlora MCP Tools (987)

agoda_activities_search

Search Agoda activities. Returns Agoda activities (tours, attractions, experiences) matching a free-text keyword and/or a city. When keyword is omitted, the resolved city's name is used instead to return a general listing of activities in that city. Callers may supply a known Agoda city id or a free-text city name for the city filter; when both are supplied city_id takes precedence. Credential-free public data from Agoda's own destination search.

agoda_activity_detail

Get Agoda activity detail. Returns full activity detail from Agoda: title, description, stated duration, categories, and content images. Credential-free public data from Agoda's own activity content source.

agoda_flights_itinerary_amenities

Get Agoda flight segment amenities. Returns real-content amenities (aircraft type, seat layout, meals, entertainment, wifi) for one or more flight segments. Copy the segments straight from a flight search response's own segment fields. Credential-free public data from Agoda's own flight content service.

agoda_flights_search

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).

Crawlora MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "crawlora-org-crawlora-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "crawlora-mcp"
      ],
      "env": {
        "CRAWLORA_API_KEY": "YOUR_CRAWLORA_API_KEY_HERE"
      }
    }
  }
}

Scout MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "bartonguestier1725-collab-scout-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "scout-cli"
      ],
      "env": {
        "XAI_API_KEY": "YOUR_XAI_API_KEY_HERE",
        "GITHUB_TOKEN": "YOUR_GITHUB_TOKEN_HERE",
        "YOUTUBE_API_KEY": "YOUR_YOUTUBE_API_KEY_HERE",
        "PH_CLIENT_ID": "YOUR_PH_CLIENT_ID_HERE",
        "PH_CLIENT_SECRET": "YOUR_PH_CLIENT_SECRET_HERE",
        "REDDIT_CLIENT_ID": "YOUR_REDDIT_CLIENT_ID_HERE",
        "REDDIT_CLIENT_SECRET": "YOUR_REDDIT_CLIENT_SECRET_HERE",
        "QIITA_TOKEN": "YOUR_QIITA_TOKEN_HERE"
      }
    }
  }
}

Frequently Asked Questions

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

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