Stars
Resources and paper list for 'Scaling Environments for Agents'. This repository accompanies our survey on how environments contribute to agent intelligence.
MCP-Universe is a comprehensive framework designed for developing, testing, and benchmarking AI agents
A version of verl to support diverse tool use
Official repo of Toucan: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
An open source implementation of code execution with MCP (Programatic Tool Calling)
A Model Context Protocol server for searching and analyzing arXiv papers
Build Real-Time Knowledge Graphs for AI Agents
The official Python SDK for Eval Protocol
Eval Protocol (EP) is an open solution for doing reinforcement learning fine-tuning on existing agents — across any language, container, or framework.
Open Source AI Platform - AI Chat with advanced features that works with every LLM
Open-source MCP gateway and control plane for teams to govern which tools agents can use, what they can do, and how it’s audited—across agentic IDEs like Cursor, or other agents and AI tools.
AG2 (formerly AutoGen): The Open-Source AgentOS. Join us at: https://discord.gg/sNGSwQME3x
MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.
A community driven registry service for Model Context Protocol (MCP) servers.
Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
The official ElevenLabs MCP server
Visual testing tool for MCP servers
OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configuration automatically given an OpenAPI Spec (v2, v3)
Local inspector for ChatGPT apps & MCP apps (ext-apps)
Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional Productivity.
Examples and guides for using the Gemini API
The official TypeScript SDK for Model Context Protocol servers and clients
🌐 The open-source Agentic browser; privacy-first alternative to ChatGPT Atlas, Perplexity Comet, Dia.
mcp-use is the easiest way to interact with mcp servers with custom agents