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Welcome to Skuadnet: AI, Made Simple

What Skuadnet is, who it's for, and how to get the most out of the site and app.

2 min read ·4 Oct 2026

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Thumbnail for State in StreamableHTTP MCP: stateless_http, json_response, MCP: Advanced Topics series Part 8
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State in StreamableHTTP MCP: stateless_http, json_response

Scaling an MCP server behind a load balancer? Learn why stateless_http is needed, what you lose when it is on, and when to use json_response.

4 min read ·1 Nov 2026
Thumbnail for StreamableHTTP MCP in Depth: Session IDs and SSE, MCP: Advanced Topics series Part 7
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StreamableHTTP MCP in Depth: Session IDs and SSE

How does StreamableHTTP let a server message the client? Learn session IDs, Server-Sent Events, and the two-SSE-connection model during a tool call.

3 min read ·1 Nov 2026
Thumbnail for The StreamableHTTP Transport in MCP: Remote Servers, Limits, MCP: Advanced Topics series Part 6
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The StreamableHTTP Transport in MCP: Remote Servers, Limits

StreamableHTTP lets MCP servers be hosted remotely. Learn the HTTP challenges, the affected messages, and two settings that can break your server's features.

4 min read ·1 Nov 2026
Thumbnail for The STDIO Transport in MCP: Two-Way Talk on One Machine, MCP: Advanced Topics series Part 5
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The STDIO Transport in MCP: Two-Way Talk on One Machine

STDIO is the most common MCP transport during development. Learn how it uses stdin and stdout, the startup handshake, and 4 communication scenarios.

4 min read ·1 Nov 2026
Thumbnail for JSON Message Types in MCP: Requests, Results, Notifications, MCP: Advanced Topics series Part 4
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JSON Message Types in MCP: Requests, Results, Notifications

MCP clients and servers exchange JSON messages. Learn request-result pairs, one-way notifications, and why message direction matters for transports.

3 min read ·1 Nov 2026
Thumbnail for MCP Review: When to Use Tools, Resources or Prompts?, Introduction to MCP series Part 10
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MCP Review: When to Use Tools, Resources or Prompts?

Tools are model-controlled, resources are app-controlled, prompts are user-controlled. A recap of the 3 MCP primitives and how to pick the right one.

3 min read ·1 Nov 2026
Thumbnail for Roots in MCP: Limit File Access for MCP Servers, MCP: Advanced Topics series Part 3
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Roots in MCP: Limit File Access for MCP Servers

Roots give an MCP server access to specific folders only, so Claude can find files without full paths. Learn how they work and how to implement them.

4 min read ·1 Nov 2026
Thumbnail for Using MCP Prompts in the Client: list_prompts, get_prompt, Introduction to MCP series Part 9
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Using MCP Prompts in the Client: list_prompts, get_prompt

The final step in building an MCP client: add list_prompts and get_prompt, understand argument interpolation, and test the /format command in the CLI.

3 min read ·1 Nov 2026
Thumbnail for Log and Progress Notifications in MCP: Show Tool Progress, MCP: Advanced Topics series Part 2
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Log and Progress Notifications in MCP: Show Tool Progress

Slow tools leave users guessing. Learn to send logs and progress from an MCP server with context.info and context.report_progress.

4 min read ·1 Nov 2026
Thumbnail for Defining Prompts in an MCP Server: Tested Templates, Introduction to MCP series Part 8
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Defining Prompts in an MCP Server: Tested Templates

An MCP server can provide ready-made, tested prompts. Learn why prompts are useful and how to define a document formatting prompt with @mcp.prompt.

4 min read ·1 Nov 2026
Thumbnail for Sampling in MCP: Let the Client Call Claude, MCP: Advanced Topics series Part 1
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Sampling in MCP: Let the Client Call Claude

Sampling lets an MCP server use Claude through the client, so the server needs no API key of its own. Learn how it works and when it is a good fit.

4 min read ·1 Nov 2026
Thumbnail for Accessing MCP Resources From the Client: read_resource, Introduction to MCP series Part 7
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Accessing MCP Resources From the Client: read_resource

Build the read_resource function in an MCP client, understand the response structure and MIME types, and test the @ feature that injects documents.

3 min read ·1 Nov 2026