Building MCP Handle stemmed from a simple frustration: every AI agent needed a different integration and we spent more time wiring up tools than creating real value. We wanted a unified platform that would let developers focus on their agent logic while still giving them access to all the services they need. MCP Handle does that with Strata, a progressive MCP router that only surfaces the right tool at the right time so your agents aren’t overwhelmed. The repo ships with more than 100 first‑party MCP servers—from GitHub and Gmail to Slack, Salesforce and data stores—plus production‑ready clients for Discord, Slack, WhatsApp, CLI and web. A built‑in status service provides health and analytics insights so you know how your agents are performing. Everything is open source under Apache‑2.0. We’re excited to hear how you use MCP Handle, and we’d love to know which integrations and features you want next!

MCP Handle

Orchestrate 100+ tools & clients for your AI agents

Orchestrate 100+ tools & clients for your AI agents