About
A Model Context Protocol server that scrapes Google search results without API keys, returning structured titles, URLs and descriptions. Ideal for quick, key‑value web searches in AI workflows.
Capabilities
Web Search MCP Server
The Web Search MCP Server solves a common pain point for developers building AI assistants: accessing up‑to‑date information from the web without needing paid APIs or complex authentication flows. By exposing a simple tool that taps into Google’s public search results, the server lets Claude and other MCP‑enabled assistants retrieve current data on demand. This eliminates the need for costly third‑party search APIs and keeps the assistant’s knowledge base fresh in real time.
At its core, the server performs a lightweight web scrape of Google’s search results page. It returns each hit as a structured object containing the title, URL, and a short description (or snippet). The tool accepts two parameters: , the search string, and an optional that caps how many results are returned (default 5, maximum 10). Because no API key is required, developers can drop the server into any MCP configuration with minimal effort and immediately start leveraging live search data in conversations.
Key capabilities include:
- Zero‑auth access: No credentials or billing required, making it ideal for prototypes and internal tooling.
- Configurable result count: Developers can balance verbosity against latency by adjusting the .
- Structured output: The JSON array of results can be directly consumed by downstream tools or displayed in UI components without further parsing.
- Rate‑limit awareness: The documentation advises throttling to avoid Google’s temporary blocks, encouraging responsible usage.
Typical use cases span from fact‑checking and up‑to‑date news retrieval to quick lookups during code review or data science queries. An AI assistant can ask a user for clarification, invoke the tool with a refined query, and then synthesize the top results into a concise answer. In developer workflows, this server can be chained with other MCP tools—such as code analysis or documentation generation—to provide contextually relevant web references.
What sets this server apart is its simplicity and immediacy. By sidestepping API gateways, it lowers the barrier to entry for teams that need live web data but lack budget or infrastructure. The structured response format, combined with the MCP’s tool‑invocation model, enables seamless integration into existing conversational flows without additional parsing logic. For developers looking to enrich AI assistants with real‑time web knowledge, the Web Search MCP Server offers a lightweight, no‑cost solution that plugs directly into the MCP ecosystem.
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