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OneTool MCP

beycom/onetool-mcp

OneTool solves the MCP token tax problem by exposing 100+ tools through a single server instead of dozens. Instead of loading tool definitions that burn 3K-30K tokens per server, your agent writes Python code like `__run brave.search(query="react docs")` to call tools on demand. You get Brave search, Google Grounding, Tavily, Context7 docs, database queries, Excalidraw diagrams, file operations, Excel handling, Playwright browser automation, and Chrome DevTools utilities all from one connection. It includes smart context stores backed by SQLite FTS5, image vision routing to cheaper models, and LLM-powered text compaction. The architecture cuts token overhead by 96% compared to running separate MCP servers for each capability, which matters when you're paying per million tokens.

GitHub stars
20
tool
1
last updated
Apr 3, 2026

Tools

1 tools

Public tool metadata for what this MCP can expose to an agent.

onetoolSingle MCP tool that executes Python code; packs and proxied servers are called from within it.

Single MCP tool that executes Python code; packs and proxied servers are called from within it.

No parameter schema in public metadata yet.

Sponsors

Readme

OneTool

🧿 One MCP for developers - no tool tax, no context rot.
250+ tools your agent calls as Python code: search, docs, files, databases, diagrams, vision, memory - plus a proxy for every MCP server you already use.

PyPI License Python GitHub stars

Works with Claude Code, Cursor, Codex - any MCP client


The Problem


View the full README on GitHub

Details

Repository
github.com/beycom/onetool-mcp
Website
onetool.beycom.online
Categories
Web & Browser Automation, Cloud & Infrastructure, Developer Tools, Design & Creative, Search & Web Crawling
Registry
MCP registry, active

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