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Model Context Protocol

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

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We built an open-source tool that lets you click on UI bugs in the browser and have AI agents fix them automatically

We built an open-source tool that lets you click on UI bugs in the browser and have AI agents fix them automatically

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3 min read
Smart Mechanic AI Workflow System

Notion MCP Challenge Submission đź§ 

Smart Mechanic AI Workflow System

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2 min read
How I Built an AI-Powered Content Workflow for My Agency Using Notion MCP

Notion MCP Challenge Submission đź§ 

How I Built an AI-Powered Content Workflow for My Agency Using Notion MCP

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6 min read
#3 - Add a New AI Tool in 15 Lines of Go: The OpenAI-Compatible Tool System Explained

#3 - Add a New AI Tool in 15 Lines of Go: The OpenAI-Compatible Tool System Explained

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8 min read
Stop Writing API Docs by Hand — Let Notion MCP Do It

Notion MCP Challenge Submission đź§ 

Stop Writing API Docs by Hand — Let Notion MCP Do It

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3 min read
Federation Over Embeddings: Let AI Agents Query Data Where It Lives

Federation Over Embeddings: Let AI Agents Query Data Where It Lives

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8 min read
Sovereign Attention Firewall: A Zero-Trust AI Perimeter for Your Calendar

Notion MCP Challenge Submission đź§ 

Sovereign Attention Firewall: A Zero-Trust AI Perimeter for Your Calendar

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9 min read
Self-Calibrating Eval: The End of Manual Threshold Tuning

Self-Calibrating Eval: The End of Manual Threshold Tuning

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5 min read
I Audited 9 MCP Servers and Found Critical Vulnerabilities

I Audited 9 MCP Servers and Found Critical Vulnerabilities

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4 min read
Claude KVM — VNC Üzerinden AI ile Uzak Masaüstü Kontrolü

Claude KVM — VNC Üzerinden AI ile Uzak Masaüstü Kontrolü

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7 min read
Claude KVM -Control Remote Desktops with AI Over VNC

Claude KVM -Control Remote Desktops with AI Over VNC

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7 min read
Stop Jumping Into Code — Why Planning Saves Your Playwright MCP Setup

Stop Jumping Into Code — Why Planning Saves Your Playwright MCP Setup

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3 min read
Your ASP.NET API Already Speaks MCP - It Just Doesn't Know It Yet

Your ASP.NET API Already Speaks MCP - It Just Doesn't Know It Yet

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7 min read
I Built an AI PM That Creates PRDs & Sprint Plans Directly in Notion

Notion MCP Challenge Submission đź§ 

I Built an AI PM That Creates PRDs & Sprint Plans Directly in Notion

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2 min read
Semantic Knowledge Architect (Notion MCP)

Notion MCP Challenge Submission đź§ 

Semantic Knowledge Architect (Notion MCP)

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2 min read
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