Post-Mortem: Building a Local MCP Server for Codebase Memory using Ollama and ChromaDB
Developers are pushing back against cloud API billing and the privacy risks of sending proprietary...
#MCP
1975 articles tagged with MCP
Build One AI Tool Server, Call It From Three Different Agents (MCP Explained)
A beginner-friendly tour of the Model Context Protocol: one Python server that generates images with Gemini, called by Claude Code, a Google ADK agent, and a Rust CLI.
Playwright CLI vs Playwright MCP: Which Should You Use with Claude Code?
If you searched "Claude Code + Playwright," the first thing you probably found was the Playwright MCP...
Building an AI Agent That Knows When Not to Guess (Qwen + MCP)
A payment landed for exactly half an invoice's value. The payer's email matched the customer on file....
Resources for reading, tools for acting: the MCP design choice most servers get wrong
Every tool you expose over MCP ships its full definition (name, description, JSON schema) into the...
My MCP Server Only Talks to APIs I Trust. That Doesn't Mean the Data Coming Back Is Trustworthy.
I built a small MCP server a while back — developer-presence, seven tools wrapping the GitHub REST...
Building a production MCP server: How we made GoodBarber agent-ready (without the glue code)
We wanted an AI agent to manage a real production app (its content, its catalog, its push...
How to Give AI Agents Website Screenshots with MCP (2026)
Originally published on the Site-Shot blog. If you're building an AI agent that needs to see a web...
MCP Design Patterns: 6 Architectures for Your AI Tools
The Model Context Protocol is everywhere right now. Everyone is building MCP servers, connecting...
🧠 TormentNexus provides an open-source AI control plane that integrates over 26,000 Model Context Protocol tools. The pl...
🧠 TormentNexus provides an open-source AI control plane that integrates over 26,000 Model Context Protocol tools. The platform enables centralized management of AI tool interaction...
Build Firebase AI Logic Application with Antigravity CLI and Stitch MCP Server [GDE]
Build Firebase AI Logic with Antigravity CLI Note: Google Cloud credits are provided for...
Best MCP servers for video (2026): how to actually judge one
A ranked list of MCP video servers is stale in a month. Here are the criteria that actually separate a real MCP video pipeline from a thin wrapper — so you can judge any of them, R...
How to Use MCP in a Real TypeScript Agent (Minimal Example)
MCP sounds complicated until you actually use it. Most explanations talk about protocols, standards,...
Stop giving your LLM Admin rights: Why surgical MCP servers are the only way to automate WordPress
A deep dive into the engineering philosophy of surgical MCP servers and why hardcoded constraints are the only way to securely automate WordPress workflows with AI agents.
0xsline/OpenChatCut: Local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, and Remotion-powered rendering.
Local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, and Remotion-powered rendering.
I wanted to understand how the Model Context Protocol actually works, so I built a small MCP server that lets Claude sea...
I wanted to understand how the Model Context Protocol actually works, so I built a small MCP server that lets Claude search the posts on my own blog. About 60 lines of Python, two ...
MCP security scanners: fewer than half of alerts validMCP security scanners flag 96.89% of servers as risky, but a study...
MCP security scanners: fewer than half of alerts validMCP security scanners flag 96.89% of servers as risky, but a study of 64,611 servers finds fewer than half of alerts are true ...
🤖 [TechCrunch] Rozszerzanie zarządzanych agentów w Gemini API: zadania w tle, zdalne MCP i nie tylko🔗 Więcej: https://bl...
🤖 [TechCrunch] Rozszerzanie zarządzanych agentów w Gemini API: zadania w tle, zdalne MCP i nie tylko🔗 Więcej: https://blog.google/innovation-and-ai/technology/developers-tools/expa...
Wiring a local network scanner into an AI assistant with MCP
I build DeviceShelf, a local-first network scanner. Its Server edition is the headless, always-on...
Should you need a command line OIDC client, with MCP support: https://github.com/ctron/oidc-cli#oidc #ai #mcp
Should you need a command line OIDC client, with MCP support: https://github.com/ctron/oidc-cli#oidc #ai #mcp
How to Build an MCP Server for Your SaaS: What Shipping Ours Taught Me
The stdio server took one day to code. Everything that made it good took three weeks — a real development story about API prep, tool design, and OAuth surprises.
Harmonic mixing over MCP: the DJ set-builder Spotify never shipped
FreqBlog didn't just rebuild Spotify's dead audio-features and recommendations endpoints — it added transition scoring, next-track ranking and full setlist ordering around the Came...
SSAS MCP Server: Let AI Agents Query Your Analysis Services Cubes
If you work with SSAS, you know the drill. The data is there, the cubes are well-modeled, but...