MCP Protocol Deep-Dive: How Tool Discovery Actually Works
MCP Protocol Deep-Dive: How Tool Discovery Actually Works Unlock the mechanics of the Model Context...
#MCP
1972 articles tagged with MCP
How to Evaluate MCP Servers Before Installing Them (A Practical Checklist)
The MCP (Model Context Protocol) ecosystem is growing fast. There are now hundreds of MCP servers...
Building 60 MCP Servers Using the Five Elements Framework: What We Learned
Building 60 MCP Servers Using the Five Elements Framework: A Build-in-Public Journey Most...
What Still Required Human Judgment When Adding MCP to an AI-Assisted SaaS
I am building a very small SaaS for Brazilian businesses that still manage employee work hours in...
Outline Wiki 自架教學（三）：Codex 串接 MCP
本篇要解決的問題 上一篇是 Outline + Claude，不一定每個人都有訂閱 Claude 方案，所以也提供 Codex 的方式。 跟著本篇一步步走，完成設定後，Codex...
Teaching Google Antigravity to Paint: A Stateful Image-Editing Skill Built on Gemini's Interactions API and MCP
How nb2lite-skill-agy packages Google's gemini-3.1-flash-lite-image as an Antigravity skill + MCP server — with multi-turn stateful edits, a simple install guide, and a dogfooded c...
MCP server security checklist before you publish
MCP server security checklist before you publish You've built an MCP server. You've tested...
Integrating Claude Code with Veo MCP: Generate HD AI Videos from the Terminal
When I need a short product demo or a visual explanation for a README, the slow part is rarely the...
Teaching Codex to Paint: A Stateful Image-Editing Skill Built on Gemini's Interactions API and MCP
How nb2lite-skill-codex packages Google's gemini-3.1-flash-lite-image as a Codex skill + MCP server — with Codex-native install paths, stateful edits, and a dogfooded cover.
Discover seven open-source alternatives to Claude Code for CLI agentic coding. These tools offer local models, MCP suppo...
Discover seven open-source alternatives to Claude Code for CLI agentic coding. These tools offer local models, MCP support, and better context control at lower cost than the origin...
Beyond CI/CD: Building Agentic Validation and Inspection Layers with LangGraph, MCP, and A2A
Modern CI/CD pipelines are exceptionally good at automation. They compile code, run tests, build...
Is interoperability the next step for AI agents? Seamless cross-platform communication is now essential.Drivers: 🔗 MCP &...
Is interoperability the next step for AI agents? Seamless cross-platform communication is now essential.Drivers: 🔗 MCP & A2A (Linux Foundation) reduce custom integrations 🤝 Agents ...
MCP Scorecard: 4-Layer Pre-flight Check Before You Publish a Server
Every tool description in a registered MCP server is sent to the LLM on every turn. I published mcp-scorecard on PyPI to grade that surface across four layers: passive token footpr...
Mozilla adopted my Firefox DevTools MCP, but I didn't build it to browse the web
A little while ago I wrote an MCP server that lets an AI agent inspect and control Firefox through...
System1 Launches Dogpile Fetch, a New Search MCP Server From the Internet’s Original Metasearch Engine, Giving AI Agents a Wider View of the Web
A new analysis from the company’s Dogpile Developer team suggests AI agents relying on a single search index see only about half of what’s findable; Dogpile Fetch was built to clos...
There's no official PHP SDK for the Model Context Protocol. You don't need one.MCP isn't a library, it's a wire protocol...
There's no official PHP SDK for the Model Context Protocol. You don't need one.MCP isn't a library, it's a wire protocol — JSON-RPC 2.0. If your language can read a line from stdin...
How I turned fragmented LLM quotas into one larger token budget with an MCP server
If you use coding agents heavily, you have probably run into the same annoying pattern I did. One...
Self-Hosted MCP: Building a Model Context Protocol Server in PHP
MCP is a wire protocol, not a library — if your language can read a line of JSON from stdin, you can implement a server in it. What the protocol asks of you, what a PHP implementat...
MCP Just Killed the Handshake (Your Server Is Next)
Originally published in Temrel, a weekly newsletter on agentic engineering. You have built an MCP...
What can you learn from Sam Morrow's session 'Lessons from Scaling GitHub’s Remote MCP Server' at Dutch AI Conference (#...
What can you learn from Sam Morrow's session 'Lessons from Scaling GitHub’s Remote MCP Server' at Dutch AI Conference (#aiconference)? GitHub operates one of the most heavily-utili...
SQL MCP Server as an App ServicePlacing SQL MCP Server between your AI agent and your SQL database lets your agent inter...
SQL MCP Server as an App ServicePlacing SQL MCP Server between your AI agent and your SQL database lets your agent interact with data through a controlled API surface instead of di...
My MCP Tool Defaults to Draft Mode. The Script That Actually Publishes My Blog Doesn't Call It.
A trending post this week was about someone giving their agent the ability to send email — and the...
Stop manually curling port 9600: Using MCP to triage Logstash bottlenecks
Stop manual troubleshooting rituals. Learn how to use MCP to transform Claude and Cursor into active SRE agents capable of triaging Logstash bottlenecks, monitoring JVM health, and...
I built a Google Sheets MCP server so Claude reads my sheets
I turned a spreadsheet into a read-only MCP server Claude can query in plain English. No Google Cloud project, no service account, just a pasted URL.