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

uv for package installation.
Config Higress with ai-search plugin and ai-proxy plugin.

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

HTTP connection URL

security – no known vulnerabilities

license - permissive license

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

ai_search

Ein Model Context Protocol-Server, der es KI-Modellen ermöglicht, über Higress Internet- und Wissenssuchen in Echtzeit durchzuführen und die Modellantworten mit aktuellen Informationen von Google, Bing, Arxiv und internen Wissensdatenbanken zu verbessern.

Related Resources

Reddit Discussion about this server

Related MCP Servers

SourceSync.ai MCP Server
scmdr
A
security
F
license
A
quality
A Model Context Protocol server that enables AI models to interact with SourceSync.ai's knowledge management platform for managing documents, ingesting content from various sources, and performing semantic searches.
Last updated 6 months ago
25
605
WebSearch-MCP
mnhlt
A
security
F
license
A
quality
A Model Context Protocol server that enables AI assistants to perform real-time web searches, retrieving up-to-date information from the internet via a Crawler API.
Last updated 4 months ago
1
752
15
JavaScript
MCP Web Search Tool
gabrimatic
-
security
A
license
-
quality
A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.
Last updated 5 months ago
11
TypeScript
MIT License
Higress OPS MCP Serverofficial
higress-group
-
security
F
license
-
quality
A Model Context Protocol server that enables comprehensive configuration and management of Higress through a well-designed agent flow architecture.
Last updated 5 months ago
20
Python

View all related MCP servers

Higress AI-Search MCP Server