mcp context-engineering ai-agents
Why MCP failures are a context engineering problem
New research analyzed 3,282 MCP bug reports. The patterns reveal a context delivery problem, not a protocol problem. Here's what the research shows.
JP ·
Definition
MCP (Model Context Protocol): An open protocol that standardizes how AI applications provide context and tools to language models.
ai-agents ai-agent-security context-engineering
AI agents have too much access
88% of organizations report AI agent security incidents. The root cause is a context engineering failure: agents get all-or-nothing access instead of scoped context.
Jitpal Kocher ·
context-portability ai-memory mcp
Your AI Doesn't Remember You. That's by Design.
94% of IT leaders fear vendor lock-in. Every AI tool traps your context in its own silo. Here's why, and what's changing.
Jitpal Kocher ·
mcp ai-agents context-management
Five Ways to Give AI Access to Your Data
From copy-paste to context platforms, compare five approaches to connecting your specific data to AI tools, with trade-offs for each.
Jitpal Kocher ·
mcp no-code ai-agents
How to Get an MCP Server Without Writing Code
There are 17,000+ MCP servers but most are generic dev tools. Here's how to create one for your own data without writing a single line of code.
Jitpal Kocher ·