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Model Context Protocol

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

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How to let AI agents verify email signups

How to let AI agents verify email signups

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4 min read
Obot Platform v0.23.0: LLM Gateway, MCP Search & Enterprise Upgrades

Obot Platform v0.23.0: LLM Gateway, MCP Search & Enterprise Upgrades

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1 min read
My requirements.txt Is Pinned. My MCP Server's Actual Contract Isn't, and Nothing Would Catch It Changing.

My requirements.txt Is Pinned. My MCP Server's Actual Contract Isn't, and Nothing Would Catch It Changing.

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4 min read
Building a Python-based Forex Scraper and MCP Server: Forex-Pytory

Building a Python-based Forex Scraper and MCP Server: Forex-Pytory

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1 min read
MCP Deep Dive, Part 10: When the Agent Feels Off — Debugging and Observability for MCP in Production

MCP Deep Dive, Part 10: When the Agent Feels Off — Debugging and Observability for MCP in Production

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Comments 12
4 min read
Homelab Fleet Management with AI: 7 remote-agents Recipes (2026)

Homelab Fleet Management with AI: 7 remote-agents Recipes (2026)

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12 min read
We benchmarked an AI agent on 52 broken clusters: kubectl vs a Kubernetes MCP server

We benchmarked an AI agent on 52 broken clusters: kubectl vs a Kubernetes MCP server

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4 min read
Querying Russia’s EGRUL registry: what the FNS actually exposes

Querying Russia’s EGRUL registry: what the FNS actually exposes

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4 min read
AI-SEO Page Auditor Chrome Extension -- 43 checks, letter grade in the toolbar

AI-SEO Page Auditor Chrome Extension -- 43 checks, letter grade in the toolbar

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1 min read
Automate Database Backups Across a Server Fleet with AI: 7 Recipes for 2026

Automate Database Backups Across a Server Fleet with AI: 7 Recipes for 2026

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14 min read
Two remote MCP servers that answer EU AI Act questions inside Claude and Cursor

Two remote MCP servers that answer EU AI Act questions inside Claude and Cursor

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1 min read
My GitHub Token Is Valid. My MCP Server Still Gets a 403, and GitHub Never Saw the Request.

My GitHub Token Is Valid. My MCP Server Still Gets a 403, and GitHub Never Saw the Request.

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4 min read
The Model Does Not Need Memory. The Situation Does.

Value of information absent from weights

The Model Does Not Need Memory. The Situation Does.

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Comments 38
11 min read
Wire your AI agent into Macrokit's MCP server — and find out which workflows you should have encoded

Wire your AI agent into Macrokit's MCP server — and find out which workflows you should have encoded

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3 min read
I lint-scanned 36 popular MCP servers. A third of them are failing your agent.

I lint-scanned 36 popular MCP servers. A third of them are failing your agent.

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5 min read
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