[ICML 2026] Meta Context Engineering via Agentic Skill Evolution

C.O.N.T.EX.T is designed to compress complex, multi-domain conversations into machine-optimized "Carry-Packets." These packets achieve a crystallization point of 0.15 entity/token, ensuring that a receiving model can reconstruct the original context with near-perfect fidelity.

Modular Context | Karpathy LLM Knowledge Base + Gmail & G-Cal — multi-account MCP server for Claude Code, encrypted local-first

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.

Specification and documentation for the Model Context Protocol

A community driven registry service for Model Context Protocol (MCP) servers.

The official Ruby SDK for the Model Context Protocol servers and clients.

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥

A powerful Model Context Protocol server for LinkedIn API integration

The open-source company brain. Run your entire company with AI agents, skills, and a self-improving context.

A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to interact with tickets, users, and organizations.

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

A comprehensive collection of Model Context Protocol (MCP) servers

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

Audit and shrink your Claude Code startup context. Measures what every skill, plugin, agent, and memory file costs in the system prompt, then reversibly disables the dead weight. No proxy, no compression.

The agentic workspace where people and agents work together in the loop.

Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution.

A powerful Model Context Protocol (MCP) server for IMAP email integration with Claude

A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear.

Cut context bloat in your AI-agent stack: find and safely prune unused skills, MCP servers and subagents from real transcript evidence

Git-backed control plane for AI-agent skills, tools, context, permissions, and identity. Self-hosted and MCP-native.

Model Context Protocol server implementation for Reddit

A Model Context Protocol server for Zendesk