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Model Context Protocol

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

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Building an MCP server in Python (and connecting it to Claude Code)

Building an MCP server in Python (and connecting it to Claude Code)

Comments 1
6 min read
Your AI coding agent fixed a CORS bug at 3 AM. The agent you spawn tomorrow will hit the same error. Here's why.

Your AI coding agent fixed a CORS bug at 3 AM. The agent you spawn tomorrow will hit the same error. Here's why.

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2 min read
State of MCP Server Security: An 83-Server Scan

State of MCP Server Security: An 83-Server Scan

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4 min read
One Knowledge Base, Four Surfaces: Pages, Graph, Search Index, and MCP

One Knowledge Base, Four Surfaces: Pages, Graph, Search Index, and MCP

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6 min read
I shipped a ChatGPT plugin backed by a remote MCP server — 184,900 beaches, live data, one backend for every AI assistant

I shipped a ChatGPT plugin backed by a remote MCP server — 184,900 beaches, live data, one backend for every AI assistant

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2 min read
I built vexyo, conformance and regression testing for MCP servers

I built vexyo, conformance and regression testing for MCP servers

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2 min read
Put code-review-graph Behind a Read-Only MCP Boundary Before Connecting Your Repository

Put code-review-graph Behind a Read-Only MCP Boundary Before Connecting Your Repository

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Comments 1
2 min read
Day 11/30: Handling Hallucinated Tool Calls

Day 11/30: Handling Hallucinated Tool Calls

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Comments 1
3 min read
I Benchmarked 10 MCP Servers — One of Them Burns 47K Tokens Just to Say Hello

I Benchmarked 10 MCP Servers — One of Them Burns 47K Tokens Just to Say Hello

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4 min read
Wiring the Reasoning Loop: Gemini + Neo4j + MCP for Multi-Hop AI Agents

Wiring the Reasoning Loop: Gemini + Neo4j + MCP for Multi-Hop AI Agents

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7 min read
Checking Polish companies from code: VAT, KRS, REGON, EU VAT (REST + Python + MCP)

Checking Polish companies from code: VAT, KRS, REGON, EU VAT (REST + Python + MCP)

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3 min read
Claude Code hooks looked like they stopped firing on MCP tools — it was my own hook crashing"

Claude Code hooks looked like they stopped firing on MCP tools — it was my own hook crashing"

Comments 4
10 min read
MCP Explained Simply: How Model Context Protocol Actually Works Under the Hood

MCP Explained Simply: How Model Context Protocol Actually Works Under the Hood

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4 min read
Every data tool shipped an MCP server this year. Your agent still can't build on most of them.

Every data tool shipped an MCP server this year. Your agent still can't build on most of them.

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Comments 1
2 min read
Anatomy of a BTC Collateral Vault: Native Bitcoin as Agent Collateral, No Wrap, No Bridge, No Custodian

Anatomy of a BTC Collateral Vault: Native Bitcoin as Agent Collateral, No Wrap, No Bridge, No Custodian

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5 min read
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