MCP داخل أطر عمل الوكلاء

An agent framework runs a loop: the model thinks, picks a tool, sees the result, repeats. MCP is a tidy way to feed it those tools.

Instead of wiring each tool by hand, your agent connects to an MCP server once and instantly gains everything that server advertises.

Popular agent runtimes add MCP support so you can drop a server in as a tool source, no custom glue code per framework.

At startup the framework asks the server to list tools, then exposes them to the model like any other callable in the loop.

Your agent loop does not change much. MCP just supplies the tool definitions the model chooses from on each step.

When the model picks a tool, the framework forwards the call to the MCP server with call_tool and waits for the result.

An agent can attach several MCP servers at once, pooling a database server, a search server, and a files server into one toolbox.

Because tools live behind servers, you can add or remove capabilities by changing config, not by rewriting the agent itself.

The framework acts as the host: it starts servers, manages connections, and translates between the model and MCP for you.

One server can power many agents, and one agent can use many servers. That many-to-many reach is exactly what MCP was built for.

MCP does not own your agent. Your reasoning, planning, and memory stay in the framework; MCP only standardizes the tool layer.

How does MCP fit into an agent framework?

An agent framework connects to MCP servers, discovers their tools, and calls them inside its loop. Plug in capability, keep your logic. 🔌