A developer designing safe database access for AI agents using the Model Context Protocol (MCP) argues that agents should never execute arbitrary SQL and instead rely on domain-level operations such a…
Prefect, a provider of a Python-based workflow automation platform, has agreed to acquire Dagster Labs, a declarative orchestration platform for data pipelines, to drive AI workflow automation. Prefec…
An engineer explains why directly wrapping REST APIs as MCP tools is a bad default, highlighting key differences in runtime environments. REST encodes control in application logic, while MCP moves con…
An engineer building an automated trading system on Claude Code developed MCP (Model Context Protocol) servers to give Claude direct, safe access to production tools. By creating narrow, sandboxed fun…
The author of the FastMCP Node.js framework is seeking help from someone at GitHub or the NPM team to rename the unused npm package 'vite-mcp' to 'vitemcp', after being denied by support due to securi…
FastMCP, a framework for building MCP servers, faces security and access control challenges when connecting to real company data. Developers must address authentication, logging, and tool selection to…
Amazon Web Services announced a new guide for building a production-ready ecommerce MCP server using Amazon Bedrock AgentCore and Mistral AI Studio, enabling developers to create AI-powered customer e…
AWS published a walkthrough on July 8, 2026, demonstrating how to connect an ecommerce MCP server to Amazon Bedrock AgentCore and Mistral AI Studio using Cognito, DynamoDB, and CDK. The tutorial provi…
Devopstronaut published a tutorial on July 8, 2026 showing how to build a Kubernetes MCP server in about 15 minutes using Python, FastMCP, kubectl, and a local kind cluster. The server exposes get_pod…
A new integration pattern called 'code mode' over the Model Context Protocol (MCP) is emerging, where agents execute small programs via a single MCP tool instead of making many individual tool calls. …
Anthropic introduced and open-sourced the Model Context Protocol (MCP), an open standard that enables AI applications to communicate with external tools, resources, and systems in a standardized manne…
A developer built and deployed a Retrieval-Augmented Generation (RAG) system to the cloud using Render and Supabase. The system uses pgvector for vector search and is accessible via an MCP server host…
A developer built a reusable tool server using the Model Context Protocol (MCP) to expose pgvector search functions as a standalone server that any LLM client can connect to. The implementation uses F…
A developer built an MCP server in under 100 lines of Python that connects Claude to GitHub and DEV.to APIs, enabling natural language commands to manage repositories and articles. The server exposes …
A developer built a Python MCP server from scratch that integrates with the GitHub API, demonstrating how to define tools, resources, and prompts using the Model Context Protocol. The server, which ca…
A tutorial demonstrates how to build a Python MCP server using FastMCP that wraps a corporate REST API into three typed tools—search_customers, get_order, and create_support_ticket—enabling LLMs like …
A developer built health4.ai, an open-source iOS app and MCP server that gives Claude Code and other AI agents access to Apple Health data. The app syncs HealthKit data to a user-controlled Postgres d…
A developer built a bridge to connect ChatGPT's custom MCP connectors with the local web scraping tool CrawlForge, since ChatGPT requires remote servers. The solution uses a thin FastMCP wrapper that …
Anthropic's Model Context Protocol (MCP) standardizes how LLM-powered applications connect to data sources, replacing custom integrations with a single interface. The protocol uses JSON-RPC 2.0 and su…
A developer built a read-only SQLite MCP server in Python to allow AI agents like Claude Desktop to query databases without write access. The server uses two independent layers of protection: opening …