Model Context Protocol
Model Context Protocol implementation for TypeScript enabling AI assistants to interact with tools and systems.
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About Model Context Protocol
Model Context Protocol is an open-source standard for connecting AI applications to external systems. It enables AI assistants to interact with data sources such as local files and databases, tools like search engines and calculators, and workflows including specialized prompts. The protocol allows AI applications to access information and perform tasks by providing a standardized interface similar to how USB-C connects electronic devices. Developers use MCP to reduce development time and complexity when building or integrating with AI applications and agents, while end-users benefit from more capable AI assistants that can access their data and take actions on their behalf.
MCP is supported across a wide range of clients and servers in the AI ecosystem. AI assistants, development tools, and various other platforms implement the protocol, allowing developers to build integrations once and deploy them across multiple environments. The protocol enables use cases ranging from personalized AI assistants accessing calendar and note-taking applications to enterprise chatbots connecting to multiple organizational databases and AI models controlling specialized hardware.
Checked 8 November 2026.
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- Access control for multi-user AI agents: the credential proxy, the usage cap and why an in-repo monitor is neither
A multi-user agent needs each call checked as the person it acts for, outside the agent's reach. A shared API key and a monitor in the repo fail that.
- Agent Skills joins the Agentic AI Foundation: what the open standard changes, and what a skill still leaves behind
Anthropic gave Agent Skills to the Agentic AI Foundation on 22 October 2026. The six-field SKILL.md format is unchanged; hooks and MCP wiring still don't port.
- DeepSeek Harness vs Claude Code: which harnesses lock you to one model, and what breaks when you switch
DeepSeek Harness runs any provider's model, Claude Code only Claude's. The lock-in sits in plugins, hooks, sessions and config, and those do not move.