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Model Context Protocol

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

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I Turned helix-agent into helix-agents: One MCP Server for Ollama, Codex, and OpenAI-Compatible Models

I Turned helix-agent into helix-agents: One MCP Server for Ollama, Codex, and OpenAI-Compatible Models

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2 min read
I Built a 35-Tool MCP Server That Cut My AI Token Usage by 95%

I Built a 35-Tool MCP Server That Cut My AI Token Usage by 95%

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6 min read
Nancy: A Notion-Powered Job Intelligence Bot Built Out of Necessity

Notion MCP Challenge Submission đź§ 

Nancy: A Notion-Powered Job Intelligence Bot Built Out of Necessity

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3 min read
Escaping API Quotas: How I Built a Local 14B Multi-Agent Squad for 16GB VRAM (Qwen3.5 & DeepSeek-R1)

Escaping API Quotas: How I Built a Local 14B Multi-Agent Squad for 16GB VRAM (Qwen3.5 & DeepSeek-R1)

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3 min read
I turned my Python code quality tool into a budget-aware MCP server for AI agents

I turned my Python code quality tool into a budget-aware MCP server for AI agents

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6 min read
Building an ISO/IEC 27001-Ready MCP Security Scanner System on Notion MCP

Notion MCP Challenge Submission đź§ 

Building an ISO/IEC 27001-Ready MCP Security Scanner System on Notion MCP

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5 min read
What's New in CogmemAi v3: Self-Tuning Memory for Ai Coding Assistants

What's New in CogmemAi v3: Self-Tuning Memory for Ai Coding Assistants

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3 min read
Programs Beat Prompts: How Tap Turns AI Understanding Into Deterministic Programs

Programs Beat Prompts: How Tap Turns AI Understanding Into Deterministic Programs

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2 min read
How we built a hybrid FTS5 + embedding search for code — and why you need both

How we built a hybrid FTS5 + embedding search for code — and why you need both

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3 min read
Integration Digest for March 2026

Integration Digest for March 2026

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17 min read
How to Set Up the Qlik MCP Server with Claude.ai and Actually Do Useful Stuff With It

How to Set Up the Qlik MCP Server with Claude.ai and Actually Do Useful Stuff With It

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6 min read
How to add screenshot and PDF tools to Cursor and Windsurf via MCP

How to add screenshot and PDF tools to Cursor and Windsurf via MCP

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3 min read
How to use the PageBolt MCP server in Claude Desktop

How to use the PageBolt MCP server in Claude Desktop

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4 min read
I Built an MCP That Publishes Your Blog to Every Platform With One Sentence to Claude

Notion MCP Challenge Submission đź§ 

I Built an MCP That Publishes Your Blog to Every Platform With One Sentence to Claude

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3 min read
Add Speech to Your AI Agent in 5 Minutes

Add Speech to Your AI Agent in 5 Minutes

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6 min read
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