🧿 One MCP for developers - No tool tax, no context rot. 100+ tools including Brave, Google, Context7, Excalidraw, AWS, Version Checker, Excel, File Ops, Database, Playwright, Chrome DevTools and many more.
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<p align="center"> <!-- mcp-name: io.github.beycom/onetool-mcp --> <a href="https://github.com/beycom/onetool-mcp"> <img src="https://raw.githubusercontent.com/beycom/onetool-mcp/main/docs/assets/logo.svg" alt="OneTool" width="80"> </a> </p> <p align="center"> <strong>🧿 One MCP for developers - No tool tax, no context rot.<br>100+ tools including Brave, Google, Context7, Excalidraw, AWS, Version Checker, Excel, File Ops, Database, Image Vision, Playwright & Chrome DevTools Utils and many more.</strong> </p> <p align="center"> <a href="https://pypi.org/project/onetool-mcp/"><img alt="PyPI" src="https://img.shields.io/pypi/v/onetool-mcp"></a> <a href="https://github.com/beycom/onetool-mcp/blob/main/LICENSE"><img alt="License" src="https://img.shields.io/badge/license-GPLv3-blue"></a> <a href="https://www.python.org/"><img alt="Python" src="https://img.shields.io/badge/python-3.11%2B-blue"></a> <a href="https://github.com/beycom/onetool-mcp/stargazers"><img alt="GitHub stars" src="https://img.shields.io/github/stars/beycom/onetool-mcp"></a> </p> <p align="center"> Works with Claude Code or any MCP client </p> --- ## The Problem Each MCP server consumes **3K-30K tokens per request**. Connect 5 servers and you've burned 55K tokens before the conversation starts. Connect 10+ and you're at 100K tokens. The math is brutal: Claude Opus 4.5 at $5/M input tokens, 20 days × 10 conversations × 10 messages × 3K tokens = **$30/month per MCP server** - even if you never use the tools. And then there's **context rot** - your AI literally gets dumber as you add more tools ([Chroma Research, 2025](https://research.trychroma.com/context-rot)). ## The Solution OneTool is **one MCP server** that exposes tools as a Python API. Instead of reading tool definitions, your agent writes code: ```python >>> brave.search(query="react docs 2026") ``` Configure one MCP server. Use unlimited tools. > "Agents scale better by writing code to call tools instead. Thi…
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