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mcp-server

Build a stateless MCP server with five task-management tools for FastAPI.

Updated Feb 1, 2026
Search Tags:#SQLModel#FastAPI#asynchronous#task-management#stateless#mcp-server#user-isolation
One-click install
npx skills add https://github.com/sarimofficial/HackathonlPhase-IV-AI-Powered-Kubernetes-Deployment-Minikube-Helm-kubectl-ai-Kagent-Gordon --skill mcp-server-sarimofficial
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mcp-server
Source: https://github.com/sarimofficial/HackathonlPhase-IV-AI-Powered-Kubernetes-Deployment-Minikube-Helm-kubectl-ai-Kagent-Gordon/tree/main/.claude/skills/mcp-server
Command: npx skills add https://github.com/sarimofficial/HackathonlPhase-IV-AI-Powered-Kubernetes-Deployment-Minikube-Helm-kubectl-ai-Kagent-Gordon --skill mcp-server-sarimofficial

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a ready-to-use blueprint for deploying a stateless MCP (Model Context Protocol) server with FastAPI using the Official MCP SDK, enabling five task-management tools to operate with SQLModel-backed data with strict per-user isolation.

Core Features & Use Cases

  • Stateless design: Each API call is independent, with no server-side session state.
  • User isolation: All tools enforce user_id-based ownership in data queries.
  • Tool repertoire: add_task, list_tasks, complete_task, delete_task, update_task for robust task management.
  • Async and scalable: Fully asynchronous operations suitable for high-concurrency chat-driven workflows.
  • Easy integration: Designed to plug into chatbot workflows and external apps via standardized tool interfaces.

Quick Start

Install required packages, configure the DATABASE_URL, and start the server with uvicorn. Example: uvicorn mcp_server:app --host 0.0.0.0 --port 8001

Frequently Asked Questions about mcp-server

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a stateless MCP server with FastAPI for task management?▼

To build a stateless MCP server with FastAPI, install required packages, configure the DATABASE_URL for SQLModel, and start the server using uvicorn to expose five task-management tools asynchronously.

What is user_id-based isolation in an asynchronous SQLModel task management system?▼

User_id-based isolation enforces strict per-user data ownership on all SQLModel database queries, ensuring that chatbot integrations operate per-user task operations securely without cross-user data leakage.

How do I expose task management tools through a Model Context Protocol server?▼

You expose task management tools by deploying a stateless MCP server that provides five standardized tool interfaces: add_task, list_tasks, complete_task, update_task, and delete_task for external app integration.

Can I integrate a stateless MCP server into high-concurrency chatbot workflows?▼

Yes, the stateless MCP server runs fully asynchronous operations suitable for high-concurrency chat-driven workflows, ensuring each API call remains independent with no server-side session state.

Does the stateless MCP server provide structured error handling for tool chaining?▼

Yes, the stateless MCP server provides structured error handling and tool chaining for safe integration, ensuring robust task management operations across FastAPI applications.

When should I not use a stateless server design for SQLModel task operations?▼

You should avoid a stateless server design if your SQLModel task operations require persistent server-side session state between API calls, since each call in this architecture remains fully independent.

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