Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-server

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# Improve AI-generated code quality by 20%

**Web search + robust content retrieval for AI coding tools.**

Kindly Web Search is a part of the **[Shelpuk AI Technology Consulting](https://shelpuk.com) agentic suite** – a set of tools that together improve the code quality produced by AI coding agents by **15–20%**. [Read more on Claude Code generation quality improvement](https://shelpuk.com/en/blog/how-to-increase-claude-code-generation-quality-by-20-percent/).

Works with **Claude Code**, **Codex**, **Antigravity**, **Cursor**, **Windsurf**, and any agent that supports skills or MCP servers.

| Component                                                                            | Role |
|--------------------------------------------------------------------------------------|---|
| [tdd](https://github.com/Shelpuk-AI-Technology-Consulting/agent-skill-tdd)           | Enforces TDD, requirements discipline, and peer review for every coding task |
| [Serena](https://github.com/oraios/serena)                                           | Semantic code navigation + persistent project memory |
| **Kindly Web Search** ← you are here                                                 | Up-to-date API and package documentation via web search |
| [Lad MCP Server](https://github.com/Shelpuk-AI-Technology-Consulting/lad_mcp_server) | Project-aware AI design and code review |

If you like what we're building, please ⭐ **star this repo** – it's a huge motivation for us to keep going!

[![Star History Chart](https://api.star-history.com/svg?repos=Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-server&type=Date)](https://star-history.com/#Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-server&Date)

## How to use the suite

View full repository on GitHub →