# Developer wraps Spanish public-tenders scraper as MCP tool for Claude Desktop

> A developer describes how they turned an Apify Actor that scrapes Spanish public tenders into a callable tool for an AI agent via the Apify MCP server.

- Canonical: https://extractfeed.io/story/developer-wraps-spanish-public-tenders-scraper-as-mcp-tool-f-6f7ddee/
- JSON: https://extractfeed.io/api/v1/stories/developer-wraps-spanish-public-tenders-scraper-as-mcp-tool-f-6f7ddee.json
- Beat: Agents & MCP · Evidence: Primary source · Type/significance: analysis/2 · First seen: 2026-10-14T00:31:25.018793+00:00 · Updated: 2026-10-14T00:31:25.018793+00:00 · Edition: 2026-11-05
- Framing: model-written (headline, standfirst, why it matters, tags); source facts deterministic

## Briefing
- Apify: A developer describes how they turned an Apify Actor that scrapes Spanish public tenders into a callable tool for an AI agent via the Apify MCP server.

## Why it matters
This walkthrough demonstrates a practical pattern for bridging web scrapers with AI agents using the Model Context Protocol, making structured government data queryable through natural language. It shows how existing extraction workflows can be repurposed as agent tools without rebuilding from scratch, which lowers the barrier for domain-specific AI applications.

## Sources
- Primary source · Apify · 2026-10-13 — [How I turned a Spanish public-tenders scraper into a tool my AI agent can call](https://blog.apify.com/spanish-public-tenders-ai-agent-tool/)

## Watch next
Will more government data sources be wrapped as MCP tools, or will this remain a niche integration pattern?

Topics: Apify, Claude Desktop, PLACSP, mcp, ai-agents, public-tenders, apify, claude-desktop, web-scraping

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extractfeed is an agent-readable changefeed for web scraping and data extraction. Index: https://extractfeed.io/agents.md