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    <title>mcp - Dwarves Memo</title>
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    <description>The newest notes tagged mcp on Dwarves Memo.</description>
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      <title>Five layers to tune before you fork your agent</title>
      <link>https://memo.d.foundation/agent-tuning-layers</link>
      <pubDate>Thu, 08 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[What makes AI agentic, how to split a deterministic core from an agentic edge, and the five layers you can tune without rebuilding the harness. Real numbers from circle and Hermes.]]></description>
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      <title>Context7 breakdown</title>
      <link>https://memo.d.foundation/breakdown/context7</link>
      <pubDate>Wed, 27 Aug 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[hthai2201]]></dc:creator>
      <description><![CDATA[Technical analysis of Context7, an intelligent documentation indexing and retrieval system that transforms raw library docs into AI-optimized, ranked snippets for real-time LLM context injection]]></description>
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    <item>
      <title>Zen MCP breakdown</title>
      <link>https://memo.d.foundation/breakdown/zen-mcp</link>
      <pubDate>Tue, 29 Jul 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[vdhieu]]></dc:creator>
      <description><![CDATA[Technical analysis of the Zen MCP (Model Context Protocol) Server architecture, implementation, and design patterns.]]></description>
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    <item>
      <title>Understanding Tidewave.ai</title>
      <link>https://memo.d.foundation/topics/elixir/tidewave</link>
      <pubDate>Thu, 12 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Discover how Tidewave connects AI assistants to your web framework's runtime through MCP, enabling real-time interaction with your application. Learn about its features, benefits, and how to get started.]]></description>
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      <title>Composing the future, part 1: agent basics, LangGraph and Autogen</title>
      <link>https://memo.d.foundation/ai/composing-the-future-ai-agent-architectures</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[What makes a system agentic, why multi-agent beats single-agent, how orchestration works, and a close look at LangGraph and Microsoft Autogen.]]></description>
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      <title>Composing the future, part 2: OpenAI&apos;s agent tools, MCP and fast-agent</title>
      <link>https://memo.d.foundation/ai/agent-frameworks-openai-mcp-fast-agent</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[How OpenAI's Swarm and newer agent tools work, why Model Context Protocol matters for tool access, and how fast-agent builds MCP-native agents.]]></description>
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      <title>Composing the future, part 3: Mastra and CrewAI</title>
      <link>https://memo.d.foundation/ai/agent-frameworks-mastra-crewai</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[Two frameworks with opposite instincts: Mastra for TypeScript teams building web-native agents, and CrewAI for role-playing crews of Python agents.]]></description>
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      <title>Composing the future, part 4: LlamaIndex and the framework face-off</title>
      <link>https://memo.d.foundation/ai/agent-frameworks-llamaindex-comparison</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[LlamaIndex's agent features for document-heavy work, then a side-by-side comparison of the frameworks on differentiators, strengths and ease of development.]]></description>
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      <title>Composing the future, part 5: agent patterns, open problems and how to choose</title>
      <link>https://memo.d.foundation/ai/agent-frameworks-patterns-and-guidance</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[The common agent composition patterns, the problems that remain unsolved, where the field is heading, and guidance for picking a framework.]]></description>
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      <title>MCP playbook data flow</title>
      <link>https://memo.d.foundation/playbook-data-flow</link>
      <pubDate>Tue, 13 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[How data flows through the MCP playbook server, from MCP client requests to tool execution and interactions with the file system and GitHub. This overview helps you understand the architecture and system interactions for better troubleshooting and development.]]></description>
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      <title>MCP playbook setup</title>
      <link>https://memo.d.foundation/playbook-setup</link>
      <pubDate>Tue, 13 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[A step-by-step tutorial on configuring and running the mcp-playbook server, including GitHub token creation and using npx. This guide helps you get started with automated documentation and knowledge management tools.]]></description>
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    <item>
      <title>Build a brain that never forgets</title>
      <link>https://memo.d.foundation/never-forget</link>
      <pubDate>Thu, 08 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[Explore how we solved the catastrophic forgetting problem in LLMs by building an external knowledge system that mimics learning through context manipulation, without touching the model's parameters.]]></description>
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      <title>Data flow in Brainery</title>
      <link>https://memo.d.foundation/brainery-data-flow</link>
      <pubDate>Thu, 08 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[How data flows through Brainery's second brain system, from Discord, Memo Blog, and GitHub sources to TimescaleDB via MCP, with an LLM-powered interface for natural language queries.]]></description>
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      <title>MCP authorization over SSE</title>
      <link>https://memo.d.foundation/rfc-mcp-security</link>
      <pubDate>Thu, 08 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[A Request for Comments (RFC) detailing a comprehensive specification for implementing OAuth 2.1 authorization within the Model Context Protocol (MCP) when using Server-Sent Events (SSE) as the transport mechanism, ensuring vendor-neutral security for AI-to-tool communication.]]></description>
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    <item>
      <title>Access the brainery</title>
      <link>https://memo.d.foundation/access-brainery</link>
      <pubDate>Tue, 06 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[This page outlines how developers can connect to and utilize Brainery's extensive knowledge base and AI-driven capabilities. By integrating a straightforward MCP configuration, you can seamlessly access powerful insights directly within your existing development tools and workflows.]]></description>
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      <title>Multi-MCP data integration - receiving data from other MCP servers</title>
      <link>https://memo.d.foundation/research/notes/multi-mcp-data-integration</link>
      <pubDate>Fri, 25 Apr 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[lmquang]]></dc:creator>
      <description><![CDATA[Multi-MCP data integration - receiving data from other MCP servers]]></description>
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    <item>
      <title>How to use Claude to build the system prompt</title>
      <link>https://memo.d.foundation/research/ai/build-a-system-prompt</link>
      <pubDate>Fri, 18 Apr 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[lmquang]]></dc:creator>
      <description><![CDATA[Building the use case: how to use Claude to build the system prompt]]></description>
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      <title>Authorization for remote MCP servers over SSE</title>
      <link>https://memo.d.foundation/ai/securing-your-remote-mcp-servers</link>
      <pubDate>Thu, 27 Mar 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[This guide explores implementing robust authorization for Model Context Protocol (MCP) over Server-Sent Events (SSE) transport, providing a standardized framework for secure AI-to-tool communication while maintaining vendor independence.]]></description>
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      <title>Tool-level security for remote MCP servers, part 1: designing role-based access control</title>
      <link>https://memo.d.foundation/ai/tool-level-security-for-remote-mcp-servers</link>
      <pubDate>Thu, 27 Mar 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[Why remote MCP servers need tool-level access control, the security architecture, and the data model and tool registry behind role-based access.]]></description>
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    <item>
      <title>Tool-level security for remote MCP servers, part 2: enforcement, identity and practice</title>
      <link>https://memo.d.foundation/ai/mcp-tool-security-enforcement-identity</link>
      <pubDate>Thu, 27 Mar 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[How an MCP server enforces permissions and filters data, connects to existing identity systems, and rolls out access control in practice.]]></description>
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