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Model Context Protocol

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

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An MCP 404 trips the circuit breaker and drops valid reads

An MCP 404 trips the circuit breaker and drops valid reads

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7 min read
Building Jaeger's MCP server: connecting LLMs to distributed traces

Building Jaeger's MCP server: connecting LLMs to distributed traces

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8 min read
Building and Connecting an MCP Server to Claude Code: A Practical Walkthrough

Building and Connecting an MCP Server to Claude Code: A Practical Walkthrough

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3 min read
We Built an MCP Registry That Agents Can List Themselves — x402, Analytics, and Smart Tags

We Built an MCP Registry That Agents Can List Themselves — x402, Analytics, and Smart Tags

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3 min read
How to Integrate Zerodha Kite Connect with MCP Servers

How to Integrate Zerodha Kite Connect with MCP Servers

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3 min read
How I Built an MCP-Native Open-Source Notion Alternative

How I Built an MCP-Native Open-Source Notion Alternative

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3 min read
MCP's Big Rewrite Ships Today. The Hard Part Was Never the Protocol.

MCP's Big Rewrite Ships Today. The Hard Part Was Never the Protocol.

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6 min read
I built a Stripe-native marketplace where AI agents pay for APIs automatically

I built a Stripe-native marketplace where AI agents pay for APIs automatically

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5 min read
Why generic weather MCPs fail for marine navigation (use NDBC buoys)

Why generic weather MCPs fail for marine navigation (use NDBC buoys)

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8 min read
Why we kept named MCP tools despite a 96% token saving

Why we kept named MCP tools despite a 96% token saving

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9 min read
Discrete MCP tools vs execute_code: when each wins

Discrete MCP tools vs execute_code: when each wins

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3 min read
Adopt vs build: why we deleted our working logbook for SignalK

Adopt vs build: why we deleted our working logbook for SignalK

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4 min read
How to grade an AI agent's output before it ships

How to grade an AI agent's output before it ships

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3 min read
Cutting Claude API Costs in Half with a 3-Tier Routing System (Haiku/Sonnet/Opus)

Cutting Claude API Costs in Half with a 3-Tier Routing System (Haiku/Sonnet/Opus)

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2 min read
My `claude -p` Wrapper Catches Timeouts. A Non-Zero Exit Isn't a Timeout, So It Just Crashes.

My `claude -p` Wrapper Catches Timeouts. A Non-Zero Exit Isn't a Timeout, So It Just Crashes.

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4 min read
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