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Model Context Protocol

MCP is an open protocol that standardizes how applications provide context to LLMs.

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The MCP and AI Agent Problem. A Practical, Local Way Out

The MCP and AI Agent Problem. A Practical, Local Way Out

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3 min read
From Prompt Engineering to MCP Skills: What Rebuilding My Tokyo Transit Agent Taught Me About AI Architecture

From Prompt Engineering to MCP Skills: What Rebuilding My Tokyo Transit Agent Taught Me About AI Architecture

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3 min read
Africa on All Three AI Agent Protocols: MCP, A2A, and ADK

Africa on All Three AI Agent Protocols: MCP, A2A, and ADK

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2 min read
Stop Installing MCP Servers on Your Laptop — Here's a One-Click Sandbox for Claude

Stop Installing MCP Servers on Your Laptop — Here's a One-Click Sandbox for Claude

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6 min read
I deduplicated every MCP registry into one index. Here's what 22,561 servers actually look like

I deduplicated every MCP registry into one index. Here's what 22,561 servers actually look like

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2 min read
M-PESA Was Missing From the AI Agent Ecosystem — an MCP Server Closes the Gap

M-PESA Was Missing From the AI Agent Ecosystem — an MCP Server Closes the Gap

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3 min read
Amazon Bedrock AgentCore Gateway Just Became the Enterprise MCP Infrastructure Layer. Here's What Actually Changed.

Amazon Bedrock AgentCore Gateway Just Became the Enterprise MCP Infrastructure Layer. Here's What Actually Changed.

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6 min read
Why MCP Exists (and Why LLM Apps Feel Limited Today)

Why MCP Exists (and Why LLM Apps Feel Limited Today)

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2 min read
From PDF to MCP: Let AI Agents Query Your Resume On Demand

From PDF to MCP: Let AI Agents Query Your Resume On Demand

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6 min read
Lemkin is right about the API Report Card. Here is the angle we have been working on.

Lemkin is right about the API Report Card. Here is the angle we have been working on.

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2 min read
llm-cli-gateway 2.0.0: the quiet supply-chain release that matters

llm-cli-gateway 2.0.0: the quiet supply-chain release that matters

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3 min read
Agent-Safe Angular Components: Copy-Paste MCP + Skills Setup for Verified AI Development

Agent-Safe Angular Components: Copy-Paste MCP + Skills Setup for Verified AI Development

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7 min read
Your AI agent is burning tokens, energy, and security. Here's how I made it stop.

Your AI agent is burning tokens, energy, and security. Here's how I made it stop.

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7 min read
WAVE Coding: Why we built 78 integrations for AI instead of letting AI build them

WAVE Coding: Why we built 78 integrations for AI instead of letting AI build them

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2 min read
MCP explained: how AI tools connect to real systems

MCP explained: how AI tools connect to real systems

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3 min read
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