Advertise
MCP.so
Sign In

Higress AI-Search MCP Server

@cr7258

Repository

Basic information

Category

Search

License

Apache-2.0

Transports

stdio

Author

cr7258

About Higress AI-Search MCP Server

An MCP server enhances AI responses with real-time search results via Higress ai-search.

Higress AI-Search MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "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"
      }
    }
  }
}

Higress AI-Search MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

Fetch the live tool list by running this server in a temporary sandbox using the button above.

Overview

What is Higress AI-Search MCP Server?

Higress AI-Search MCP Server is a Model Context Protocol (MCP) server that provides an AI search tool to enhance AI model responses with real‑time search results. It integrates with the Higress ai‑search feature to search various engines and internal knowledge bases.

How to use Higress AI-Search MCP Server?

Install via uvx (automatic install from PyPI) or clone the repository and use uv locally. Configure environment variables: HIGRESS_URL (optional, default http://localhost:8080/v1/chat/completions), MODEL (required), and INTERNAL_KNOWLEDGE_BASES (optional). Add the server configuration to your MCP client (e.g., Cline or Claude Desktop) with the appropriate command and args.

Key features of Higress AI-Search MCP Server

  • Internet search via Google, Bing, and Quark
  • Academic search via Arxiv for scientific papers
  • Internal knowledge base search
  • Real‑time enhancement of AI model responses

Use cases of Higress AI-Search MCP Server

  • Provide up‑to‑date web information to an AI assistant during a conversation
  • Retrieve latest academic research papers on a given topic
  • Answer queries using company‑internal knowledge bases
  • Augment LLM responses with current data from multiple search sources

Frequently asked questions

1

What does the server do?

It provides an AI search tool that fetches results from external search engines and internal knowledge bases, then feeds them into an AI model to improve answer quality.

2

What are the prerequisites?

You need `uv` installed and a running Higress instance configured with both the `ai‑search` and `ai‑proxy` plugins.

3

Is it required to have a Higress service running?

Yes. The server connects to a Higress service at the URL specified by `HIGRESS_URL` (default `http://localhost:8080/v1/chat/completions`).

4

What search engines are supported?

Google, Bing, Quark (general web search) and Arxiv (academic search). Internal knowledge base search is also supported.

5

How do I configure the server?

Set environment variables `HIGRESS_URL`, `MODEL` (required), and optionally `INTERNAL_KNOWLEDGE_BASES`. Then add the server configuration to your MCP client.

Comments

More Search MCP servers

Sorank

Thibault Besson-Magdelain

Sorank connects Google Search Console, PageSpeed Insights, and AI citability scoring to your assistant, so it can diagnose why a page underperforms and tell you exactly what to change. Sorank gives your AI assistant dir

Google Search MCP Server

HasData

Hosted Google Search / SERP MCP server from HasData, no Google Cloud project. Organic results, AI Overview, People Also Ask, AI Mode, news and shopping for Claude, Cursor and any MCP client.

23

roTEAMnet — Global Job Search & Employer Discovery

roTEAMnet

Search 500,000+ active jobs worldwide, discover employers and explore remote, part-time and flexible work. Read full postings and open original application links for free. OAuth with scoped permissions; optional confirme

Theyond

theyond

If it's here, it's on their board. Search live verified jobs from employer career pages.

S

SlickTrip

Slicktrip LLC

Live flight, hotel and seat prices for AI assistants. Search fares and hotel rates, find the cheapest days on a calendar, check open seats on a flight, and set price-drop, seat and bucket-list alerts.

Advertise