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MCP

Created
Created
2024 Nov 27 21:6
Creator
Creator
Seonglae ChoSeonglae Cho
Editor
Editor
Seonglae ChoSeonglae Cho
Edited
Edited
2025 Jul 20 0:17
Refs
Refs
Diagram

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
notion image
MCP Usages
MCP Resources
MCP Server
MCP Prompts
MCP Tools
MCP Transport
MCP Client
MCP Worker
MCP Development
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.
Everything Wrong with MCP
https://blog.sshh.io/p/everything-wrong-with-mcp
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)
Introduction - Model Context Protocol
https://modelcontextprotocol.io/introduction
Introduction - Model Context Protocol
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.
Introducing the Model Context Protocol
https://www.anthropic.com/news/model-context-protocol
Introducing the Model Context Protocol
review
Reflections on building with Model Context Protocol (MCP)
It's great! With some rough edges
Reflections on building with Model Context Protocol (MCP)
https://outlore.dev/blog/model-context-protocol/
Reflections on building with Model Context Protocol (MCP)
roadmap
Roadmap - Model Context Protocol
Our plans for evolving Model Context Protocol (H1 2025)
Roadmap - Model Context Protocol
https://modelcontextprotocol.io/development/roadmap
Roadmap - Model Context Protocol
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
Glama – MCP Hosting Platform
 
 

Backlinks

OpenAI AgentsAnthropic AICursor.soAnthropic AIWindsurfIDEAI Coder

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MCP