Skip to main content
Glama
Komplex23
by Komplex23

MCP Web Search Server

A Model Context Protocol (MCP) server that provides web search capabilities, deployable on Render.

Built with Python using the official MCP SDK, supporting SSE (Server-Sent Events) and Streamable HTTP transports for AIPI.

Tools exposed

Tool

Description

web_search

Search the web. Returns titles, URLs, and descriptions.

fetch_page

Fetch and extract text content from any URL.


Related MCP server: MCP Search & Fetch

๐Ÿš€ Deploy to Render (step-by-step)

1. Push this repo to GitHub

cd mcp-web-search
git init
git add .
git commit -m "Initial commit"
# create a repo on github.com, then:
git remote add origin https://github.com/YOUR_USERNAME/mcp-web-search.git
git push -u origin main

2. Create a new Web Service on Render

  1. Go to render.com โ†’ New โ†’ Web Service

  2. Connect your GitHub repo (mcp-web-search)

  3. Render will auto-detect render.yaml โ€” click Apply

  4. Set environment variables in the Render dashboard:

Variable

Required

Description

SERPER_API_KEY

Recommended

Get free at serper.dev โ€” 2,500 queries/month free (Google results)

MCP_API_KEY

Optional

Set to any secret string to password-protect your server

  1. Click Create Web Service โ€” Render will build and deploy automatically.

Your server URL will be: https://mcp-web-search.onrender.com (or similar)


๐Ÿ”Œ Connect to AIPI

In AIPI's Add Custom MCP screen, use this flat configuration (no wrapper object):

SSE:

{
  "url": "https://mcp-web-search-j73g.onrender.com/sse",
  "name": "web-search",
  "type": "sse"
}

Streamable HTTP:

{
  "url": "https://mcp-web-search-j73g.onrender.com/mcp",
  "name": "web-search",
  "type": "streamable"
}

Replace the host with your actual Render service URL if different. AIPI uses a flat url / name / type object โ€” it does not use a mcpServers wrapper.


๐Ÿ” Search Providers

Provider

Key required

Quality

Limit

Serper.dev

Yes (free)

โญโญโญโญโญ

2,500 queries/month free (Google results)

DuckDuckGo

No

โญโญโญ

Unlimited (fallback)

Set SERPER_API_KEY in Render env vars to use Serper. The server falls back to DuckDuckGo automatically if the key is absent.


๐Ÿงช Test locally

pip install -r requirements.txt
SERPER_API_KEY=your_key python server.py

Health check:

curl http://localhost:3000/

The server runs on port 3000 by default. Set PORT environment variable to change it.


โš ๏ธ Free tier note

Render's free tier spins down after 15 minutes of inactivity (cold start ~30s). Upgrade to the Starter plan ($7/mo) to keep it always-on.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Connectors

Related MCP Servers

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Komplex23/mcp-web-search'

If you have feedback or need assistance with the MCP directory API, please join our Discord server