Agentic Ai MCP Server

This project is a chat assistant application that integrates MCP client (MCP host) with an LLM (Large Language Model) and external tools (MCP

Local serverstdioPython

What is the Agentic Ai MCP Server?

This project is a chat assistant application that integrates MCP client (MCP host) with an LLM (Large Language Model) and external tools (MCP Servers). It allows

What the server does

  • LLM Integration — Communicates with an LLM using the pydantic-ai library
  • Tool Execution — Supports external tools - MCP servers that can be executed based on user input
  • Structured Responses — Handles structured responses from the LLM, including tool calls and direct answers
  • Server Management — Manages multiple MCP servers for tool execution

Credentials and setup notes

  • Python 3.13 or higher - MCP server(s) configured for tool execution - LLM used local installed Ollama with qwen3:0.6b - You can change it if needed (https://ollama.com - instruction how to.) - .env LLM_API_KEY=your-api-key-here if exteral LLM used

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

  • Python 3.13 or higher - MCP server(s) configured for tool execution - LLM used local installed Ollama with qwen3:0.6b - You can change it if needed (https://ollama.com - instruction how to.) - .env LLM_API_KEY=your-api-key-here if exteral LLM used
VariableDescriptionRequired
LLM_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • “Use Agentic Ai MCP to You.”
  • “Use Agentic Ai MCP to Assistant.”

Frequently asked questions

This project is a chat assistant application that integrates MCP client (MCP host) with an LLM (Large Language Model) and external tools (MCP Servers). It allows Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.