Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

Astrid is a portable, capability-secure operating system for composable software.

Give AI agents safe access to your database.

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

The World's First Virtual Terminal for AI Agents

A practical framework for AI-Assisted Research in Mathematics and Machine Learning

Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)

Poirot is a deep research agent kernel built for those who care about how agents are architected.

lnwjud — local AI-agent runtime & MCP gateway

1 place to call all your agents - OpenCode, Hermes, Claude Managed Agents, Cursor Agents API, DeepAgents.

MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable into any model.

Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop and browser over MCP, so an agent can do GUI and web work without touching your real desktop.

Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

Unified CLI for running AI coding agents in isolated containers. Includes built-in local metrics collection, HTTP traffic tracking, and an analytics dashboard to track agent actions.