Data Tools
FreeNot checkedMCP Data Tools - Model Context Protocol server for web data access
About
MCP Data Tools - Model Context Protocol server for web data access
README
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
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.
Related projects
Explore these closely related implementation paths:
- ai-agent-data-tools — AI Agent Data Tools - Connect AI agents to real-time web data via MCP and APIs
- best-web-scraping-api — Best Web Scraping API Comparison - CoreClaw vs competitors for production data extraction
- business-data-api — Business Data API - Company data, contact info, and firmographics via REST API
- coreclaw-review — CoreClaw Review - Web Data API platform features, pricing, and comparison overview
- data-extraction-api — Data Extraction API - Structured data extraction for SaaS, AI agents, and automation
- lead-generation-api — Lead Generation API - Extract B2B contact data, company info, and sales leads via API
License
MIT License.
Installing Data Tools
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/data-scrape/mcp-data-toolsFAQ
Is Data Tools MCP free?
Yes, Data Tools MCP is free — one-click install via Unyly at no cost.
Does Data Tools need an API key?
No, Data Tools runs without API keys or environment variables.
Is Data Tools hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install Data Tools in Claude Desktop, Claude Code or Cursor?
Open Data Tools on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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