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Weather Java SSE Transport MCP Service

by stantonk

Backend/ServersJavaSSEHTTPAgentWeather

This repository provides a working implementation of a Model Context Protocol (MCP) java-sdk with a fast-agent for interacting with the Weather mcp-server. It demonstrates how to build an end-to-end system leveraging multiple MCP Servers, both local and remote, using HTTP SSE transport.

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Weather Java SSE Transport MCP Service

A working implementation Model Context Protocol java-sdk. Includes a fast-agent for the MCP Client to interact with the Weather mcp-server.

⚠️This isn't remotely production grade, just demonstrating how to build something working end to end that can leverage multiple MCP Servers both local (Stdio Transport) and remote (HTTP SSE Transport). Also avoids pulling in as much of Spring as possible, for those who don't want it.

In the demo, you'll see the agent:

  1. The agent uses Claude Sonnet 3.7 throughout for the LLM bits
  2. The agent calls out to the "fetch" websearch MCP Server tool to look up lat/long for each city I asked for.
  3. The agent then uses those lat/long values to call the weather MCP Server tool (implemented in this repository). You can see the calls being made in the upper half of the terminal split window.
  4. The agent summarizes the forecasts and determine which of the 4 cities is the warmest tomorrow.

The agent is figuring out which tools to call from the context of the user's inputted prompts.

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build and start Weather MCP Server

mvn clean package
java -jar java -jar mcp-server/target/mcp-server-1.0-SNAPSHOT.jar

install, configure, and start fast-agent

install

pip install uv
uv pip install fast-agent-mcp
uv run agent.py

Configure Claude and OpenAI api keys

cp fastagent.secrets.yaml.TEMPLATE fastagent.secrets.yaml

then add your api keys to that config file.

Note: Weather MCP Server config

Note, in fastagent.config.yaml we've configured the MCP Servers available to the agent, in this case our server uses the SSE HTTP Transport, this enables calling remote MCP Servers :).

mcp:
    servers:
        weather:
            transport: "sse"
            read_timeout_seconds: 10
            url: "http://localhost:8080/sse"

Lower level for testing

Connect to SSE stream

curl -v -H "Accept: text/event-stream" "http://localhost:8080/sse"

Send messages to /mcp/messages (note, include sessionId from SSE)

curl -X POST "http://localhost:8080/mcp/message?sessionId=b64ad193-6bb3-4e2e-b33c-27a23011acb4" -d '{"hi": "mynameis"}' | jq .

Things to check out:

  • https://github.com/youngsu5582/mcp-server-mysql