onetool-mcp
★ 19
vs
mlb-mcp
★ 27
onetool-mcp vs mlb-mcp
onetool-mcp: OneTool MCP is a single MCP server that bundles 100+ tools — Brave search, Google, Context7, AWS, Playwright, Chrome DevTools, Excel, database operations, and more. Instead of registering each tool individually and burning context on their definitions, agents write short Python code to call any tool on demand. Anthropic engineering research backs this approach: code execution reduces token usage by over 98%, cutting costs dramatically when agents need many external tools.; mlb-mcp: This project implements a Model Context Protocol (MCP) server for accessing MLB statistics via the MLB Stats API and pybaseball library. It provides structured tools for statcast, fangraphs, baseball reference data, and includes plotting capabilities. Designed for integration with MCP-compatible clients like Claude Desktop.
01
TL;DR
Choose onetool-mcp if…Cutting MCP token overhead when an agent needs 10+ external tools
Choose mlb-mcp if…Integrate live baseball stats into AI assistants like Claude Desktop
02
Side-by-Side Comparison
03
Features
onetool-mcp01100+ tools in one MCP server: search, AWS, Playwright, databases, Excel, and more
02Code mode: agents write Python API calls instead of loading tool definitions
0396% fewer tokens vs loading individual MCP servers
04Works with Claude Code or any MCP-compatible client
05uv-based install with optional tool groups
mlb-mcp01Access MLB Stats API for live player and team data
02Query Statcast data for advanced metrics
03Generate matplotlib plots (base64 encoded) from pybaseball
04Retrieve fangraphs and baseball reference statistics
05Configurable logging and easy deployment via uv
04
Use Cases
onetool-mcp↳Cutting MCP token overhead when an agent needs 10+ external tools
↳Browser automation and web scraping within a unified MCP setup
↳Database queries, file operations, and API calls from one MCP server
mlb-mcp↳Integrate live baseball stats into AI assistants like Claude Desktop
↳Analyze player performance using Statcast and advanced metrics
↳Create automated visual reports of baseball data
05
Best For
onetool-mcpHidden GemEssential
mlb-mcpTrendingAPI IntegrationData Processing
FAQ
FAQ
What is the difference between onetool-mcp and mlb-mcp?
Both onetool-mcp and mlb-mcp are in the API Integration category. onetool-mcp has 19 stars, while mlb-mcp has 27 stars.
Which is better, onetool-mcp or mlb-mcp?
The best choice depends on your use case. Choose onetool-mcp if Cutting MCP token overhead when an agent needs 10+ external tools, and mlb-mcp if Integrate live baseball stats into AI assistants like Claude Desktop.
Is onetool-mcp free or open source?
Yes, onetool-mcp is open source on GitHub (GPL-3.0).
Is mlb-mcp free or open source?
Yes, mlb-mcp is open source on GitHub.
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