Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, etc.). Supports Serper, Tavily, and SearXNG.
# 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! [](https://star-history.com/#Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-server&Date) ## How to use the suite **1. Install three MCP servers and one skill:** - [Serena](https://github.com/oraios/serena) - [Kindly Web Search](https://github.com/Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-server) - [Lad MCP Server](https://github.com/Shelpuk-AI-Techno
Agent that generates comprehensive documentation, API references, architecture diagrams, and developer onboarding guides from existing code.
Agent configuration for systematic bug investigation that traces issues from error logs through the codebase to root cause with suggested fixes.
Agent for integrating third-party APIs including SDK setup, type generation, error handling, retry logic, and rate limit management.
Cursor's built-in autonomous coding agent that can make multi-file edits, run terminal commands, search the codebase, and iteratively build features with minimal human intervention.
Cloud-based autonomous coding agent that runs in the background on remote sandboxed environments, handling complex multi-step tasks while you continue working.
Cursor's multi-file editing agent within Composer mode that can create, edit, and delete files across your entire project in a single conversation.