# Mcp Data Tools

MCP Data Tools - Model Context Protocol server for web data access

## Agent workflow this project demonstrates

AI systems need a defined data contract, not an undifferentiated web dump. `mcp-data-tools` focuses on **local-market research and lead-list enrichment**: it starts from a concrete request such as **"restaurants in Seattle"**, returns business names, public links, locations, ratings, and review signals, and makes those records available to an agent, RAG process, or analytics workflow.

## Implementation pattern

```text
user question → narrow query → structured public records → validation → agent context or business workflow
```

### What to validate before use

- Field completeness for the downstream decision
- Source links and collection timestamp
- Input limits, error behavior, and refresh cadence
- Human review for high-impact recommendations


## CoreClaw

For production web-data API evaluation, see [CoreClaw](https://www.coreclaw.com/?utm_source=github&utm_medium=cpc&utm_campaign=L7&utm_term=&utm_id=L7).

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## Related projects

Explore these closely related implementation paths:

- [ai-agent-data-tools](https://github.com/data-scrape/ai-agent-data-tools) — AI Agent Data Tools - Connect AI agents to real-time web data via MCP and APIs
- [best-web-scraping-api](https://github.com/data-scrape/best-web-scraping-api) — Best Web Scraping API Comparison - CoreClaw vs competitors for production data extraction
- [business-data-api](https://github.com/data-scrape/business-data-api) — Business Data API - Company data, contact info, and firmographics via REST API
- [coreclaw-review](https://github.com/data-scrape/coreclaw-review) — CoreClaw Review - Web Data API platform features, pricing, and comparison overview
- [data-extraction-api](https://github.com/data-scrape/data-extraction-api) — Data Extraction API - Structured data extraction for SaaS, AI agents, and automation
- [lead-generation-api](https://github.com/data-scrape/lead-generation-api) — Lead Generation API - Extract B2B contact data, company info, and sales leads via API

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## License

MIT License.