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Flex MCP Agent

by MahithChigurupati

The Flex MCP Agent integrates weather data retrieval, Confluence interaction, and email sending functionalities. It uses a structured chat agent to interact with users and perform tasks based on user input, leveraging the Model Context Protocol (MCP) for standardized interactions.

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What is Flex MCP Agent?

The Flex MCP Agent is an agent that integrates various services like weather data retrieval, email sending, and Confluence interaction using the Model Context Protocol (MCP). It provides a structured chat interface for users to interact with these services through a large language model.

How to use Flex MCP Agent?

To use the Flex MCP Agent, first clone the repository and set up the required environment variables and dependencies. Then, start the weather and email servers. Finally, run the main agent script (mcp_agent.py) to interact with the agent through the command line.

Key features of Flex MCP Agent

  • Weather data retrieval

  • Email sending via SendGrid

  • Confluence integration

  • Structured chat interface

  • Model Context Protocol (MCP) support

  • Configurable server URLs and transports

Use cases of Flex MCP Agent

  • Fetching current weather data for a location

  • Sending automated emails

  • Interacting with Confluence pages

  • Building AI-powered applications with standardized context

  • Integrating various data sources with LLMs

FAQ from Flex MCP Agent

What is the Model Context Protocol (MCP)?

The Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to large language models (LLMs).

What are the dependencies for this project?

The project requires Python packages such as langchain_mcp_adapters, langchain_openai, langchain, python-dotenv, and sendgrid.

How do I configure the agent?

Copy config.example.json to config.json and update the URLs and transport methods as needed. Also, copy .env.example to .env and fill in the required environment variables.

What environment variables are required?

The required environment variables are SENDGRID_API_KEY, FROM_EMAIL, and OPENAI_MODEL.

Where can I find the Confluence MCP server?

The Confluence MCP server is available in a separate Git repository (check the author's other repositories).