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Model Context Protocol

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

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Gemma 4 on an 2021 4 GB Laptop GPU: QAT Takes It From 9.5 GiB to 1.6
xbill profile

Gemma 4 on an 2021 4 GB Laptop GPU: QAT Takes It From 9.5 GiB to 1.6

#gemma #llamacpp #mcp #cuda
5
Comments 2
13 min read
From AI Solutions to Shared Knowledge: Building an MCP for the Community

DEV Weekend Challenge: Generosity Edition Submission 💜
pascal_cescato_692b7a8a20 profile

From AI Solutions to Shared Knowledge: Building an MCP for the Community

#devchallenge #weekendchallenge #ai #mcp
120
Picked as gem Comments 99
8 min read
2B Gemma 4 Deployment with Cloud Run, NVIDIA L4, MCP SDK 2.x, and Claude Code
xbill profile

2B Gemma 4 Deployment with Cloud Run, NVIDIA L4, MCP SDK 2.x, and Claude Code

#mcp #gemma #googlecloud #claudecode
Comments
13 min read
3 of 4 official MCP servers failed adversarial verification. Static scanners gave them all a clean bill.
rob_lambert_88ebb43b665d7 profile

3 of 4 official MCP servers failed adversarial verification. Static scanners gave them all a clean bill.

#mcp #ai #security #agents
Comments
4 min read
Understanding MCP Servers: How AI Hosts Reliably Connect to Domain Systems
cherware profile

Understanding MCP Servers: How AI Hosts Reliably Connect to Domain Systems

#ai #agents #mcp
Comments
15 min read
A Scoped Token Is Not a Code of Conduct
christian_johannsen_a14e8 profile

A Scoped Token Is Not a Code of Conduct

#ai #security #mcp #iam
Comments
6 min read
My README Was Mostly Right. The Number I "Verified" Wasn't.
spranab profile

My README Was Mostly Right. The Number I "Verified" Wasn't.

#mcp #opensource #testing #node
Comments
5 min read
The AI essay is over. Here's what comes next.
kyurish profile

The AI essay is over. Here's what comes next.

#ai #mcp #productivity #writing
Comments
3 min read
Why AI Agents Shouldn’t Calculate Bazi Charts From Memory
openfate_ai_8dd87834ba188 profile

Why AI Agents Shouldn’t Calculate Bazi Charts From Memory

#mcp #ai #opensource #typescript
Comments 1
3 min read
Solving Proportional Financial Logic with Deterministic MCP Tools
renato_marinho profile

Solving Proportional Financial Logic with Deterministic MCP Tools

#ai #mcp #finance #architecture
Comments
3 min read
Building Your First MCP Server in Node.js 22: A Step‑By‑Step Guide
dineshgowtham profile

Building Your First MCP Server in Node.js 22: A Step‑By‑Step Guide

#node #eventbridge #mcp #ai
Comments
8 min read
MCP, Context, and Agents: Building the AI-Native SDLC
chris-faraglia profile

MCP, Context, and Agents: Building the AI-Native SDLC

#testing #qa #devops #mcp
1
Comments
5 min read
What Should an AI Agent Be Allowed to Do Without Asking You?
hosseinhezami profile

What Should an AI Agent Be Allowed to Do Without Asking You?

#ai #agents #mcp #tutorial
7
Comments 2
12 min read
Our MCP server was fine. Cloudflare was returning HTML.
alexander_lukashov profile

Our MCP server was fine. Cloudflare was returning HTML.

#cloudflare #mcp #debugging #ai
Comments 3
6 min read
What the X API actually costs an LLM agent, per tool call
oyminirole profile

What the X API actually costs an LLM agent, per tool call

#ai #api #go #mcp
2
Comments 2
5 min read
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