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Higress AI-Search MCP Server

by cr7258
GitHub
Python
Apache 2.0
6
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Higress AI-Search MCP Server

Overview

A Model Context Protocol (MCP) server that provides an AI search tool to enhance AI model responses with real-time search results from various search engines through Higress ai-search feature.

Demo

Cline

https://github.com/user-attachments/assets/60a06d99-a46c-40fc-b156-793e395542bb

Claude Desktop

https://github.com/user-attachments/assets/5c9e639f-c21c-4738-ad71-1a88cc0bcb46

Features

  • Internet Search: Google, Bing, Quark - for general web information
  • Academic Search: Arxiv - for scientific papers and research
  • Internal Knowledge Search

Prerequisites

Configuration

The server can be configured using environment variables:

  • HIGRESS_URL(optional): URL for the Higress service (default: http://localhost:8080/v1/chat/completions).
  • MODEL(required): LLM model to use for generating responses.
  • INTERNAL_KNOWLEDGE_BASES(optional): Description of internal knowledge bases.

Option 1: Using uvx

Using uvx will automatically install the package from PyPI, no need to clone the repository locally.

{ "mcpServers": { "higress-ai-search-mcp-server": { "command": "uvx", "args": [ "higress-ai-search-mcp-server" ], "env": { "HIGRESS_URL": "http://localhost:8080/v1/chat/completions", "MODEL": "qwen-turbo", "INTERNAL_KNOWLEDGE_BASES": "Employee handbook, company policies, internal process documents" } } } }

Option 2: Using uv with local development

Using uv requires cloning the repository locally and specifying the path to the source code.

{ "mcpServers": { "higress-ai-search-mcp-server": { "command": "uv", "args": [ "--directory", "path/to/src/higress-ai-search-mcp-server", "run", "higress-ai-search-mcp-server" ], "env": { "HIGRESS_URL": "http://localhost:8080/v1/chat/completions", "MODEL": "qwen-turbo", "INTERNAL_KNOWLEDGE_BASES": "Employee handbook, company policies, internal process documents" } } } }

License

This project is licensed under the MIT License - see the LICENSE file for details.

Install Server
A
security – no known vulnerabilities
A
license - permissive license
A
quality - confirmed to work

How are these scores calculated?

hybrid server

The server is able to function both locally and remotely, depending on the configuration or use case.

Tools

Сервер протокола контекста модели, который позволяет моделям ИИ выполнять поиск в Интернете и знаниях в режиме реального времени с помощью Higress, дополняя ответы моделей актуальной информацией из Google, Bing, Arxiv и внутренних баз знаний.

  1. Обзор
    1. Демо
      1. Клайн
      2. Клод Десктоп
    2. Функции
      1. Предпосылки
        1. Конфигурация
          1. Вариант 1: Использование uvx
          2. Вариант 2: Использование УФ-излучения с локальной проявкой
        2. Лицензия

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