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MCP and Skills

Protocols and extensions in the agent ecosystem: MCP, Skills, tool use and agent frameworks.

75 mentions

Brief timeline

October 20268 items

10.23Agent Skills to be Managed by Agentic AI Foundation10.18Google Harness² Attempts to Let Agents Optimize Their Own Execution Configuration Without Changing Model Weights10.16Kling 4.0 Begins Full Rollout, Adds MCP and CLI Access to Video Creation Workflow10.14Renoise Integrates Programming Assistants via MCP, Connecting Video Scripts, Storyboards, and Editing10.06Huashu-art-motion Animation Skill Goes Open-Source, Gains Developer Community Attention10.04Codex's Computer Use Feature Compiled by a Developer into a Local MCP Callable by Other Agents10.02Cloudflare Open Source Team Report: The Same Model Shows Significant Performance Differences Across Different Agent Harnesses10.01ChatGPT Sites Integrates MCP Service, Unifying Plugins and Sharing

September 20268 items

09.29OpenAI WebMCP Challenge Announces 10 Winning Projects, Showcases Websites Opening Structured Tools to AI Agents09.26Muse Agents Platform Integrates DeepSeek Harness for Accurate Local Information Retrieval09.24DeepSeek Harness Releases Official GUI Client09.11OpenAI Packages Codex Harness as a Hosted Agents API09.10Model and Harness Begin Co-optimization Under the Same Runtime Environment09.06The Stronger the Model, the More Critical Harness, Permissions, and State Management Become09.06The Effectiveness of Skills and Agents Increasingly Depends on Model Adaptation and Productization09.05WebMCP Turns the Web Page Itself into an Agent's Tool Layer

August 202617 items

08.31DeepSeek Harness Shifts Towards a Unified Agent Runtime Architecture08.29Agent "Memory" is Shifting Towards Git-like Assets and Human-Feedback-Driven Skill Iteration08.29Agent-native Web is Materializing Through MCP, WebMCP, and "Current Interface Context"08.29Creators Publicly Share Prompts, Skills, and Runnable Works Together, Further Lowering the Barrier to Reuse08.26WebMCP Integrated into ChatGPT Desktop Browser, Websites Begin to Have Tool Interfaces for Agents08.25Tibo Envisions Next-Generation Agents Will Hide Skills, Memory, and Sub-agents08.25Claude Simultaneously Enhances Long-Output Rendering and Enterprise MCP Permission Infrastructure08.24DeepSeek Harness Reportedly Has High-Risk Remote Code Execution Vulnerability; Exposure is Key08.22Competition in Long-Running Agents Shifts Towards Recoverable Harnesses08.16The Early Value of DeepSeek Harness Lies in Forming a Closed Loop Connecting Boundaries, Tools, and the Plugin Ecosystem08.15DeepSeek Harness's Focus Shifts from "Usability" to a Self-Improving Runtime and Ecosystem08.14DeepSeek Harness Reveals a Plugin-First Agent Product Roadmap08.13DeepSeek Harness v0.1 Open Source Preview, Deconstructs Agent Runtime into Composable Plugins08.13Harness Quickly Enters Practical Testing Phase, Transparent Traces and Cache Costs Become Early Highlights08.13Codex and Enterprise Agent Usage Continue to Expand, with Linux, Skills, and Plugins Becoming Key Entry Points08.07Agent Plugins Aim to Turn Skills and MCP into Cross-Client Reusable Plugins08.05Skills Shift from "The More, the Better" to Manual Curation, Testing, and Monetizable Knowledge

July 20265 items

07.30GPT-5.6 Sol Performance Reiterates: Long-Range Agent Evaluation Tests Both Model and Harness07.29New MCP Specification Shifts to Stateless, Making Remote Agent Infrastructure More Scalable07.19AI Video Creation Ecosystem Thrives: Auto-Editing Skill, Character Boards, Short Drama SOP07.05Codex Toolchain Expansion: Infinite Canvas Plugin, Reset Panel, and MCP Ecosystem07.04Fable 5 Ecosystem Continues to Expand: Skill Comparison, Superpowers 6.0, Codex Integration

June 20269 items

06.30X Launches Official MCP Service, Agents Can Directly Access Platform Data06.21DeepSeek Harness Group Launches Large-Scale Hiring, Multiple Positions Open06.21Xiangyang Qiaomu Open-Sources Codex Icon Generation Skill06.14Claude Design's Core Competitiveness Lies in the Model Layer: Harness Engineering Barrier is Low06.14Concentrated Open-Sourcing of AI Agent / Skill Workflows: Covering Writing, Visualization, Programming Containers06.11Agent Harness Becomes New Competitive Focus: DeepSeek Hiring, Xiaomi Open-Source, Multiple Frameworks Emerge06.07Cursor Launches Design Mode, Community Skill Enables Local Claude Design Experience06.02Baoyu Releases baoyu-image-gen Skill Supporting Codex CLI Image Generation, Launches New Book "Illustrated Skill"06.01Vibe Coding Tool Ecosystem Continues to Explode: Skill Open-Sourced, Codepilot Refactored, Style Atlas Launched

May 202615 items

05.30Baoyu Shares Agent Token Optimization Methodology: Using Skill + Script Instead of Memory05.30Guizang Social Card Skill Tops GitHub Weekly Chart, iOS Reader Released Same Day05.28MCP Protocol Major Update in July, OpenAI Launches Secure MCP Tunnel05.28AI Industry Enters Reflection Phase: Model+Harness Is the Product05.28Guizang Open-Sources Xiaohongshu Image-Text Layout Skill, Solving AI Content Image Pain Points05.26Guizang Releases Xiaohongshu Image-Text Layout Skill with AI Auto-Matching and Format Adaptation05.22DeepSeek V4-Pro Announces Permanent Price Cut, Harness Team Begins Mass Hiring05.22Xiaohongshu Opens Skill Uploads; Open Design Supports Multi-Project Management and Handoff05.19Claude Launches Self-Hosted Sandbox and MCP Tunnels05.19Gui Zang's PPT Skills Project Surpasses 10,000 Stars in 25 Days05.18Practical Toolset: DeepL API Remains Reliable, WeRead Report Skill Open-Sourced05.17WeRead Skill Ecosystem: Expansion from Tools to Collaboration Methods05.16DeepSeek Recruits Agent Harness Product Manager, Defining Model + Harness = Agent05.14Raycast Releases V2 Beta: Upgrades from Launcher to AI Tool Supporting Agents and Skills05.13Anthropic Releases Claude for Legal: Legal Plugins, MCP, and Agent Architecture Implemented as a Suite

April 202613 items

04.28Skills Ecosystem and AI-Powered Productivity04.26Skill.md and Claude.md Documents: The Counter-Consensus Practice That Longer Is Better04.24AI-Assisted PPT Creation Tool and Skill Open-Sourced04.21Agents, Skills, and "Productizing Workflows" Become Another High-Frequency Thread04.16Skill Essence is Taxonomy, High-Frequency Use Requires Controlling Quantity04.14Uncle Hua Open-Sources Darwin.skill: An Automated Skill Evolution System04.13Agent and Skill Ecosystem Continues to Heat Up04.12Agent and Skill Workflows Continue to Gain Momentum04.10Design Skills, Agent Editors, and Installation Methods Become Practical Traffic Points in the Chinese-speaking Sphere04.07AI Agent and Skill Workflows Continue to Heat Up04.06Anthropic Tightens Third-Party Harness and Ecosystem Migration Continues to Ferment04.06X API's Pay-Per-Use Billing for Agents and MCP Capabilities Draw Attention04.03Practical Methods Around Skills, Knowledge Bases, and Prompts Are Spreading