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MCP Token Saver

Systems engineer interested in LLM context windows, tool protocols, and performance profiling.

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DHH's Omarchy Ships 13 AI Agents on Day One. Your Context Window Picks Up the Bill.
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DHH's Omarchy Ships 13 AI Agents on Day One. Your Context Window Picks Up the Bill.

#ai #mcp #devtools #llm
1
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3 min read

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MCP Tool Discovery Ate 3,384 Tokens per Turn. I Got It Down to 816 with mcptoon.
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MCP Tool Discovery Ate 3,384 Tokens per Turn. I Got It Down to 816 with mcptoon.

#mcp #ai #devtools #devops
Comments
2 min read
Anthropic and MuleSoft Are Now Fighting the Same Bill I've Been Complaining About
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Anthropic and MuleSoft Are Now Fighting the Same Bill I've Been Complaining About

#ai #mcp #llm #devtools
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3 min read
Before I Type a Word, My Agent Burns 8,248 Tokens
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Before I Type a Word, My Agent Burns 8,248 Tokens

#ai #llm #mcp #devtools
Comments
3 min read
The 72,000-Token Invisible Tax: What Really Happens When You Load 10 MCP Servers
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The 72,000-Token Invisible Tax: What Really Happens When You Load 10 MCP Servers

#ai #mcp #programming #claudecode
2
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3 min read
Your MCP Tool List Costs $6.50/Month in Pure Waste — Here's the Fix
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Your MCP Tool List Costs $6.50/Month in Pure Waste — Here's the Fix

#mcp #ai #devtools #claude
1
Comments
2 min read
I Spent an Entire Release on the First 30 Seconds
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I Spent an Entire Release on the First 30 Seconds

#mcp #ai #devtools #cli
1
Comments
3 min read
I Shipped a Plugin That Teaches Your AI Agent to Manage Its Own MCP Config
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I Shipped a Plugin That Teaches Your AI Agent to Manage Its Own MCP Config

#mcptoon #ai #mcp
2
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2 min read
Everyone Agreed What an AI Plugin Is. Nobody Said How to Install It.
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Everyone Agreed What an AI Plugin Is. Nobody Said How to Install It.

#mcp #ai #devtools #mcptoon
2
Comments
3 min read
Stop Rewiring Your House Every Time You Buy a Lamp
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Stop Rewiring Your House Every Time You Buy a Lamp

#mcp #ai #devtools #mcptoon
1
Comments
3 min read
Your AI Agent Reads a 300-Page Book Before It Answers You
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Your AI Agent Reads a 300-Page Book Before It Answers You

#mcp #ai #tokens #mcptoon
1
Comments
3 min read
I Replaced 72,341 Tokens of MCP Config With 123 Tokens. Here's the Exact Setup.
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I Replaced 72,341 Tokens of MCP Config With 123 Tokens. Here's the Exact Setup.

1
Comments
2 min read
How MCP Wastes 4-32x More Tokens Than CLI (and How to Fix It)
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How MCP Wastes 4-32x More Tokens Than CLI (and How to Fix It)

#agents #llm #mcp #performance
5
Comments
7 min read
Stop Editing JSON for Every AI Agent: mcptoon Ends MCP Config Hell
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Stop Editing JSON for Every AI Agent: mcptoon Ends MCP Config Hell

#mcp #ai #python #devtools
2
Comments
4 min read
MCP Was a Mistake. Here Are 200,000 Tokens That Prove It.
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MCP Was a Mistake. Here Are 200,000 Tokens That Prove It.

#mcp #ai #devtools #claude
1
Comments
4 min read
Claude Code Is Burning Your Token Budget. Here's the Receipt.
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Claude Code Is Burning Your Token Budget. Here's the Receipt.

#ai #devtools #mcp #productivity
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4 min read
Garry Tan Was Right: "MCP Sucks Honestly." I Have the Token Receipts.
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Garry Tan Was Right: "MCP Sucks Honestly." I Have the Token Receipts.

#mcp #ai #devtools #llm
Comments
4 min read
I Benchmarked 10 MCP Servers — One of Them Burns 47K Tokens Just to Say Hello
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I Benchmarked 10 MCP Servers — One of Them Burns 47K Tokens Just to Say Hello

#mcp #ai #devtools #llm
2
Comments 8
4 min read
Real Token Cost of MCP: 91K Tokens of JSON
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Real Token Cost of MCP: 91K Tokens of JSON

#devtools
1
Comments
4 min read
Zero Dependencies, 250KB, 486 Tests: What I Learned Building an MCP Client
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Zero Dependencies, 250KB, 486 Tests: What I Learned Building an MCP Client

#python #mcp #opensource #cli
Comments 2
7 min read
5 MCP pains that waste your tokens — and how I killed all 5 with a 50KB CLI
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5 MCP pains that waste your tokens — and how I killed all 5 with a 50KB CLI

#mcp #ai #llm #optimization
1
Comments
2 min read
How I Cut MCP Token Usage by 91% (and Learned a Humbling Lesson About Tokenizers)
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How I Cut MCP Token Usage by 91% (and Learned a Humbling Lesson About Tokenizers)

#ai #cli #mcp #performance
Comments 2
2 min read
5 MCP Pain Points Every Developer Hits (And How a 50KB CLI Fixes Them)
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5 MCP Pain Points Every Developer Hits (And How a 50KB CLI Fixes Them)

#ai #mcp #devtools #cli
Comments 2
4 min read
I measured MCP token waste. Then I wrote a CLI to fix it.
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I measured MCP token waste. Then I wrote a CLI to fix it.

#ai #cli #mcp #softwaredevelopment
Comments
2 min read
MCP tool discovery eats 10,000 tokens. I got it down to 350.
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MCP tool discovery eats 10,000 tokens. I got it down to 350.

#devtools
1
Comments 9
3 min read
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