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Connect AI agents to MCP servers
Connect AI agents to MCP servers with agorch.io
Connect AI agents to MCP servers means giving agents a standard way to reach tools and data through MCP endpoints. agorch.io is an AI agent orchestration workspace that lets a home orchestrator recommend specialist agents, which then connect to MCP servers over HTTP with optional bearer token auth.
Updated 2026-07-19
The problem
What teams struggle with
Teams trying to connect AI agents to MCP servers often end up with fragmented workflows. One agent can find the right tool, another can call it, and a third has the context needed to finish the task, but that handoff is usually manual. Without a control plane, it is hard to know which specialist agent should handle a request, which MCP server exposes the right tools, or how to pass context cleanly between steps. The result is slower execution, duplicated prompts, and brittle automation that is difficult to inspect or reuse. Users also need a practical way to discover tools, run them safely, and keep the system understandable for both operators and reviewers.
The solution
How agorch.io helps
agorch.io addresses this by acting as an AI agent orchestration workspace and control plane. Users start in a home orchestrator chat that recommends specialist agents based on the request, then routes work toward the right MCP-connected specialist. The workspace includes an agent catalog, routing and recommendations, context handoff, and a tool discovery/run UI so teams can see what each specialist can do. Guests can try the home chat on the marketing page, while the full workspace requires an account.
How it works
Start in home chat
A guest or signed-in user chats with the home orchestrator and describes the task in plain language.
Route to a specialist
agorch.io recommends a specialist agent from the catalog and hands off the relevant context for the next step.
Connect tools through MCP
The specialist reaches MCP servers over HTTP, with optional bearer token auth, and uses the tool discovery/run UI to execute work.
Benefits
Standardizes how AI agents connect to MCP servers over HTTP
Reduces manual routing by recommending specialist agents from a home orchestrator
Preserves useful context across agent handoffs
Makes tools easier to inspect with a discovery and run interface
Supports a guest-first marketing page for trying the home chat before account signup
FAQ
Expand any question for a citable answer about this topic.
agorch.io is an AI agent orchestration workspace that helps route requests to specialist agents and connect those specialists to MCP servers. It provides the control plane around discovery, handoff, and execution rather than just a single chat box.