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Your MCP server eats 55,000 tokens before your agent says a word -- I measured t

BACKGROUND
1 SIGNALFIRST DETECTED 11 May 2026
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7 May
What MCP Solves and What It Deliberately Does Not.

<p>MCP is one of the most thoughtfully scoped technical standards to come out of the AI ecosystem. That scope is intentional. Understanding exactly where MCP stops is the

REPORT · WHERE · Dev.toOPEN STORY
14 Apr
Building AI Agents That Actually Work: MCP Servers, Tool Orchestration, and Running Everything Locally

<p>The AI world has a plumbing problem. We have incredible language models, but connecting them to real tools — databases, APIs, file systems, other agents — still feels like

REPORT · HOW · Dev.toOPEN STORY
29 Apr
Your AI agent wastes 13,000 tokens before saying "hello"

<p>And you probably have no idea.</p> <p>If you have an agent with 50 MCP tools installed, here's what happens before any user message is processed:<br /> </p> <div

REPORT · WHAT · Dev.toOPEN STORY
4 Oct
Qwen3.8 27B | 1 x R9700: 262K context, half a million tokens of reusable cache, ~180 tok/s. And yes, let's talk about the "3-bit" :)

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wxfdt9/qwen38_27b_1_x_r9700_262k_context_half_a_million/"> <img alt="Qwen3.8 27B | 1 x R9700: 262K context,

OPINION · WHAT · LocalLLaMAOPEN STORY
15 Apr
Your MCP Server Is Probably Vulnerable

<p>In January and February 2026, security researchers filed <a href="https://www.heyuan110.com/posts/ai/2026-03-10-mcp-security-2026/" rel="noopener noreferrer">30 CVEs against

REPORT · WHAT · Dev.toOPEN STORY
7 May
MCP is APIs for Agents

<p>REST APIs gave humans (and the code they wrote) a standardized way to access software over the network.</p> <p>MCP is trying to do the same thing for agents.</p> <p>That simple

REPORT · HOW · Dev.toOPEN STORY
15 May
agentmemory Review: Persistent Memory for AI Coding Agents

<blockquote> <p><em><strong>Originally published on <a href="https://andrew.ooo/posts/agentmemory-persistent-memory-ai-coding-agents-review/" rel="noopener

REPORT · WHAT · Dev.toOPEN STORY
18 Jul
I Almost Hand-Rolled JSON-RPC for an MCP Server. Eight Tools Later I'm Glad I Didn't.

<p>When I built the MCP server for this project — it combines GitHub and DEV.to into a set of tools an agent can call — I had a decision to make before writing a single tool: talk

REPORT · WHEN · Dev.toOPEN STORY
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