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mcp-server

Develop a stateless MCP server in FastAPI with five task management tools.

Updated Feb 7, 2026
Search Tags:#mcp#SQLModel#FastAPI#task-management#stateless#per-user-isolation
One-click install
npx skills add https://github.com/abdulahad139/Hackathon2_phase4 --skill mcp-server-abdulahad139
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mcp-server
Source: https://github.com/abdulahad139/Hackathon2_phase4/tree/main/.claude/skills/mcp-server
Command: npx skills add https://github.com/abdulahad139/Hackathon2_phase4 --skill mcp-server-abdulahad139

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams quickly deploy a stateless MCP (Model Context Protocol) server in FastAPI using the Official MCP SDK, providing 5 task-management tools that interact with a SQLModel-backed database.

Core Features & Use Cases

  • Stateless Design: Each request is independent; no server-side state between calls.
  • Per-User Isolation: All tools apply and enforce ownership via user_id in queries.
  • Five Tools: add_task, list_tasks, complete_task, delete_task, update_task with robust input validation.
  • Async & Scalable: Fully asynchronous operations suitable for high-concurrency environments.
  • Database Integration: SQLModel-based persistence with proper error handling and logging.

Use Case: A chatbot needs to manage a user's to-do items stored in a SQLModel database with isolation per user.

Quick Start

Set up a FastAPI-based stateless MCP server with five task tools connected to a SQLModel database and enforce per-user isolation.

Frequently Asked Questions about mcp-server

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

FAQPage Schema
How do I set up a stateless MCP server in FastAPI?▼

To set up a stateless MCP server in FastAPI, you implement five task-management tools using the Official MCP SDK, ensuring each request is independent with no server-side state between calls.

How do I enforce per-user isolation in a SQLModel database?▼

You enforce per-user isolation by extracting a user_id from each request and applying it as a filter in all SQLModel database operations, ensuring users only access their own task data.

What task management tools do I need for a FastAPI MCP server?▼

A FastAPI MCP server requires five task management tools: add_task, list_tasks, complete_task, delete_task, and update_task, all backed by SQLModel persistence with structured JSON responses.

Can I run asynchronous database operations in a stateless MCP server?▼

Yes, the stateless MCP server supports fully asynchronous operations using FastAPI and SQLModel, making it suitable for high-concurrency environments without maintaining server-side state.

How does error handling work for MCP task management tools?▼

Error handling for MCP task management tools involves robust parameter validation, structured JSON error responses, and comprehensive logging to track database operations and failures.

What's the best way to validate parameters in an MCP server?▼

The best way to validate parameters in an MCP server is to enforce strict input validation on all five task tools before performing SQLModel database operations, returning structured JSON responses for invalid inputs.

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