MCP-Universe — MCP Server by SalesforceAIResearch

About MCP-Universe

MCP-Universe 🎉 Latest Updates 📊 MCPMark Evaluation - MCP-Universe now supports evaluating the MCPMark tasks 🚀 MCP+ - Agentic wrapper on MCP clients which reduce token costs by up to 75% 🔬 Deep Research Agent - Scale the Width of Deep Research Agents with parallel tool calling, improving performance and efficiency What is MCP-Universe? MCP-Universe is a comprehensive ecosystem for building, optimizing, and evaluating AI agents that interact with the Model Context Protocol (MCP). Beyond our industry-leading benchmark for real-world MCP server interactions, MCP-Universe provides production-ready tools for agent development includi

Quick Facts

Compatible Skills

These tools work well together with MCP-Universe for enhanced workflows:

• AReaL — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (55%)
• Open-AgentRL — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (54%)
• Claw-R1 — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (52%)
• ToolBrain — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (52%)
• ToolOrchestra — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)

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Popular Python Agent Tools

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• Scrapling ⭐ 67.2k · MCP Server
• serena ⭐ 26.0k · MCP Server
• MaxKB ⭐ 21.6k · MCP Server

Frequently Asked Questions