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MCP MixSearch

by geosp

MCP MixSearch

A comprehensive Model Context Protocol (MCP) server for advanced web search functionality with multi-engine support and intelligent backend selection.

Features

  • Multi-Engine Search: Access to multiple search engines (Brave, DuckDuckGo, Google, Bing, Yandex) via DDGS library

  • Advanced Filtering: Time-based, geographic, language, and content type filtering

  • Intelligent Backend Selection: Automatically chooses optimal search engine based on parameters

  • Full Content Extraction: Extract readable content from search results and specific URLs

  • Dual Interface: Both MCP protocol and REST API with identical functionality

  • Graceful Fallbacks: Browser-based search for reliability when APIs fail

Quick Start

Install and Run

# Install uv sync # Run in MCP stdio mode (default) uv run mcp-mixsearch # Run in MCP HTTP mode uv run mcp-mixsearch --mode mcp # Or run with REST API uv run mcp-mixsearch --mode rest

Use as a Dependency

See Using as Dependency for creating your own MCP servers.

Configuration

Set environment variables in a .env file or export them:

# Server Configuration MCP_HOST=localhost MCP_PORT=3000 MCP_TRANSPORT=stdio # or 'http' MCP_AUTH_ENABLED=true MCP_CORS_ORIGINS="http://localhost:3000,http://localhost:5173" # Web Search Configuration BRAVE_API_KEY=your_brave_api_key_here MAX_CONTENT_LENGTH=500000 MAX_CONCURRENT_REQUESTS=5 # Logging LOG_LEVEL=INFO

Running Modes

mcp-mixsearch supports three distinct running modes:

1. MCP HTTP Mode

Runs MCP server over HTTP without REST API endpoints.

uv run mcp-mixsearch --mode mcp

2. MCP Stdio Mode (Default)

Runs MCP server over stdio without REST API endpoints.

uv run mcp-mixsearch --mode stdio # Or just run without flags (default) uv run mcp-mixsearch

3. REST API + MCP Mode

Runs both REST API endpoints and MCP protocol over HTTP.

uv run mcp-mixsearch --mode rest

Environment Variables

You can also control modes using environment variables:

# MCP over HTTP MCP_TRANSPORT=http MCP_ONLY=true uv run mcp-mixsearch # MCP over stdio MCP_TRANSPORT=stdio MCP_ONLY=true uv run mcp-mixsearch # REST API + MCP over HTTP MCP_TRANSPORT=http MCP_ONLY=false uv run mcp-mixsearch

In HTTP modes, the server runs on http://localhost:3000 with:

  • MCP endpoint: http://localhost:3000/mcp

  • REST API docs: http://localhost:3000/docs (when REST API enabled)

  • Health check: http://localhost:3000/health (when REST API enabled)

Available Tools

MCP Tools

  1. full_web_search

    • Comprehensive web search with content extraction

    • Multi-engine search with intelligent backend selection

    • Advanced filtering: time, language, geographic, content type filters

    • Args: query, limit (1-10), include_content, max_content_length, top_n, recency_days, source, language, country

  2. get_web_search_summaries

    • Lightweight search returning only summaries

    • Same advanced filtering capabilities as full_web_search

    • Args: query, limit (1-10), top_n, recency_days, source, language, country

  3. get_single_web_page_content

    • Extract content from a specific URL

    • Args: url, max_content_length

REST API Endpoints

  • GET /search/full_web_search - Same as full_web_search with identical parameters

  • GET /search/get_web_search_summaries - Same as get_web_search_summaries with identical parameters

  • GET /search/get_single_web_page_content - Same as get_single_web_page_content

Advanced Search Features

Multi-Engine Architecture

  • Primary: DDGS library with multiple backend support (Brave, DuckDuckGo, Google, Bing, Yandex)

  • Intelligent backend selection: Automatically chooses best engine based on parameters

  • Fallbacks: Browser-based search for reliability

Supported Parameters

  • Core: query (required), limit/top_n, include_content, max_content_length

  • Time filtering: recency_days (1=day, 7=week, 30=month, 365=year)

  • Content type: source ("news", "images", "videos", "web")

  • Language filtering: language (e.g., "en", "es", "fr", "de")

  • Geographic filtering: country (e.g., "US", "GB", "FR", "DE")

Usage Examples

Basic search:

# MCP {"query": "AI developments", "limit": 5} # REST GET /search/get_web_search_summaries?query=AI%20developments&limit=5

Advanced filtering:

# MCP {"query": "climate policy", "country": "FR", "language": "fr", "recency_days": 30, "source": "news"} # REST GET /search/get_web_search_summaries?query=climate%20policy&country=FR&language=fr&recency_days=30&source=news

Project Structure

mcp-mixsearch/ ├── features/ # Feature implementations │ └── web_search/ # Web search feature │ ├── __init__.py │ ├── models.py # Pydantic models │ ├── service.py # Multi-engine search logic │ ├── tool.py # MCP tool registrations │ ├── routes.py # REST API routes │ ├── instructions.md # Full web search documentation │ ├── instructions_summaries.md # Search summaries documentation │ └── instructions_single_page.md # Single page extraction documentation ├── config.py # Configuration management ├── server.py # Main server entry point ├── pyproject.toml # Project configuration ├── uv.lock # Dependency lock file ├── README.md └── LICENSE

Development

Testing

pytest

Building

uv build

Dependencies

  • mcp-weather: Core MCP infrastructure

  • fastmcp: MCP protocol implementation

  • httpx: HTTP client for content extraction

  • playwright: Browser automation for dynamic content

  • beautifulsoup4: HTML parsing

  • fake-useragent: Random user agents

License

See LICENSE file.

-
security - not tested
A
license - permissive license
-
quality - not tested

remote-capable server

The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.

Enables advanced web search across multiple search engines (Brave, DuckDuckGo, Google, Bing, Yandex) with intelligent backend selection, full content extraction, and advanced filtering by time, language, geography, and content type.

  1. Features
    1. Quick Start
      1. Install and Run
      2. Use as a Dependency
    2. Configuration
      1. Running Modes
        1. 1. MCP HTTP Mode
        2. 2. MCP Stdio Mode (Default)
        3. 3. REST API + MCP Mode
        4. Environment Variables
      2. Available Tools
        1. MCP Tools
        2. REST API Endpoints
      3. Advanced Search Features
        1. Multi-Engine Architecture
        2. Supported Parameters
        3. Usage Examples
      4. Project Structure
        1. Development
          1. Testing
          2. Building
        2. Dependencies
          1. License

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