models connected to your Neo4j graph gain incredible flexibility: they'll generate any Cypher queries through the Neo4j MCP Cypher server. This makes it possible to dynamically generate complex queries, explore database structure, and...
my stuff, then you realize that not too way back, I wrote a chunk concerning the Model Context Protocol (MCP)—explaining what it's, how it really works, and even walking you thru constructing your...
What should these protocols say about security? Researchers and developers still don’t really understand how AI models work, and latest vulnerabilities are being discovered on a regular basis. For chatbot-style AI applications,...
a technique to standardise communication between AI applications and external tools or data sources. This standardisation helps to scale back the variety of integrations needed ():Â
You should use community-built MCP servers whenever you need...
Open AI has launched a lot of business tools aimed toward Microsoft (Microsoft) or Google's corporate artificial intelligence (AI) products, and has begun to secure corporate customers in earnest. A conflict with Big Tech...
: Why I Wrote This
The Evolution of Tool Integration with LLMs
What Is Model Context Protocol (MCP), Really?
Wait, MCP feels like RAG… but is it?
In an MCP-based setup
In a standard RAG system
Traditional RAG Implementation
MCP Implementation
Quick...
Communication Protocol), AI agents can collaborate freely across teams, frameworks, technologies, and organizations. It’s a universal protocol that transforms the fragmented landscape of today’s AI Agents into inter-connected team mates. This unlocks latest...
I the possibility to create an MCP server for an observability application in an effort to provide the AI agent with dynamic code evaluation capabilities. Due to its potential to rework applications, MCP is...