MCP

Model Context Protocol

Protocol for
Tool learning

Hosts are LLM applications (like Claude Desktop or IDEs) that initiate connections

Clients maintain 1:1 connections with servers, inside the host application

Servers provide context, tools, and prompts to clients

MCP Usages

MCP Desktop Extensions

Limitation

The structure requiring code execution from users poses security risks and is vulnerable to malicious inputs. There are authentication issues and no restrictions on dangerous tools. It's difficult to implement interactive UX and is vulnerable to

AI Hacking techniques like

Prompt Injection.

Everything Wrong with MCP

Explaining the Model Context Protocol and everything that might go wrong.

https://blog.sshh.io/p/everything-wrong-with-mcp

Docs with
modelcontextprotocol
modelcontextprotocol • Updated 2025 Jul 19 23:6

Introduction - Model Context Protocol

Get started with the Model Context Protocol (MCP)

https://modelcontextprotocol.io/introduction

from Anthropic

Introducing the Model Context Protocol

The Model Context Protocol (MCP) is an open standard for connecting AI assistants to the systems where data lives, including content repositories, business tools, and development environments. Its aim is to help frontier models produce better, more relevant responses.

https://www.anthropic.com/news/model-context-protocol

review

Reflections on building with Model Context Protocol (MCP)

It's great! With some rough edges

https://outlore.dev/blog/model-context-protocol/

roadmap

Roadmap - Model Context Protocol

Our plans for evolving Model Context Protocol (H1 2025)

https://modelcontextprotocol.io/development/roadmap

What it means compared to,

Network API

Glama – MCP Hosting Platform

MCP is a wire protocol that standardizes how AI agents interact with external services, enforcing single JSON schemas and deterministic execution, while traditional APIs are documentation formats describing the chaos of HTTP endpoints where data can live in paths, headers, query params, or bodies.

https://glama.ai/blog/2025-06-06-mcp-vs-api

MCP

Model Context Protocol

Protocol for Tool learning

Limitation

Docs with modelcontextprotocolmodelcontextprotocol • Updated 2025 Jul 19 23:6

Recommendations

Protocol for
Tool learning

Docs with
modelcontextprotocol
modelcontextprotocol • Updated 2025 Jul 19 23:6