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fastagent简化版的agent与mcp client - iTech

GitHub Copilot Workspace introduces an AI-first development paradigm, significantly extending Copilot's capabilities to generate entire codebases from natural language descriptions. * This innovative feature aims to transform how developers approach software creation, leveraging AI to handle initial problem breakdown, detailed planning, code generation, and even setting up robust test environments. * Developers can then iteratively refine, modify, and review the AI-generated plans and code, integrating their expertise throughout the process. * The tool is deeply integrated with GitHub issues and repositories, enabling a seamless workflow from problem statement to a fully functional solution. * Copilot Workspace streamlines the entire software development lifecycle, enhancing developer productivity by automating routine tasks and accelerating the initial stages of project development.

Cnblogs.com
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2025-06-02 Emacs news

This Emacs News digest highlights various developments and tools within the Emacs editor ecosystem. * A significant update is `org-ai`, an AI integration for Org mode, allowing users to interact with large language models. * The digest covers tools for text generation and manipulation, such as `md-roam`, `org-remark`, and `org-cliplink`. * New packages like `ob-mermaid` and `ob-plantuml` enhance diagramming capabilities within Org mode, useful for visual representations. * Other mentions include `org-parser` for parsing Org mode data and `org-gtd-extras` for productivity workflows, which could be part of broader AI-driven workflows.

Sachachua.com
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Why MCP is the Key to Unlocking AI’s Full Potential in 2025

Geeky Gadgets announced the Model Context Protocol (MCP), a new open-source AI framework from Anthropic. * MCP is designed to enable large language models (LLMs) like Claude to interact seamlessly with external tools, APIs, and data sources. * The protocol aims to improve AI assistant capabilities by providing real-time information access and facilitating complex, multi-step actions. * It addresses the challenge of context window limitations, allowing AIs to fetch relevant information only when needed. * MCP promises to unlock new applications for AI agents, moving beyond simple conversational tasks to more practical, actionable operations.

Geeky Gadgets
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OpenSearch 3.0 Now Generally Available, with a Focus on Vector Database Performance and Scalability

OpenSearch 3.0 introduces significant performance enhancements and new capabilities across its search and analytics engine. * The release demonstrates notable query throughput improvements, with some benchmarks showing 46% to 66% increases and significantly reduced P99 latency. * Key architectural upgrades include a move to Lucene 9 and the introduction of concurrent segment merges, contributing to optimized indexing and search operations. * OpenSearch 3.0 features robust vector search capabilities, positioning it as a critical component for AI/ML applications such as semantic search, recommendation systems, and particularly for providing context to large language models (LLMs). * Additional improvements cover comprehensive search engine optimizations, enhanced thread pool and cache management, and overall advancements in system stability and scalability.

InfoQ.com
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(PR) Razer & Amazon Web Services Team Up - Revolutionary AI Game Developer Tools Coming Soon

Razer is partnering with Amazon Web Services (AWS) to create a new suite of generative AI tools for game developers. These tools aim to revolutionize game creation by leveraging AWS services such as Amazon EC2, S3, SageMaker, and Bedrock. * The collaboration focuses on streamlining game development workflows, enhancing content creation, game design, and prototyping. * The new AI tools are designed to automate and enhance various aspects of game development, boosting efficiency and creativity. * Razer will integrate its gaming ecosystem and hardware expertise with AWS's cloud AI/ML capabilities. * The initiative seeks to create a new era of interactive and immersive gaming experiences powered by generative AI.

Techpowerup.com
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Microsoft and Google pursue differing AI agent approaches in M365 and Workspace

Microsoft and Google are pursuing distinct AI agent strategies for their enterprise productivity suites, M365 and Workspace. * Microsoft's Copilot for M365 is positioned as an orchestrator, integrating into existing applications like Word and Excel to manage user tasks and data. * Google's Gemini-powered features in Workspace are designed as an underlying intelligence layer, enhancing all applications and capable of acting as an independent 'agent' for complex, multi-app workflows. * Google's approach emphasizes the AI's ability to observe user actions and proactively suggest improvements across the entire workspace. * Microsoft focuses on a 'Copilot stack' that leverages the Microsoft Graph, grounding AI responses in user enterprise data while operating within specific applications.

Computerworld
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Harness Adds MCP Server to Expose Data to Third-Party AI Tools

Harness has incorporated a Model Context Protocol (MCP) server into its software delivery platform to enable secure data access for third-party AI tools. * The MCP server allows large language models (LLMs) to retrieve context-specific data directly from the Harness platform. * It facilitates AI tools, such as ChatGPT and Claude, in asking questions and getting real-time answers based on operational data within Harness. * Harness provides pre-built prompts to simplify data retrieval and analysis for developers and operations teams. * The new capability aims to enhance decision-making and operational efficiency by integrating AI-driven insights directly into DevOps workflows.

DevOps.com
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Enhance AI-assisted development with Amazon ECS, Amazon EKS and AWS Serverless MCP server

AWS announced strategies for enhancing AI-assisted development through the deployment of Model Context Protocol (MCP) Servers. These servers are designed to enable AI assistants to securely access and interact with external data, tools, and resources within an enterprise environment. Practical deployment options provided include Amazon Elastic Container Service (ECS), Amazon Elastic Kubernetes Service (EKS), and various AWS Serverless architectures, offering adaptability for diverse operational needs. The initiative aims to streamline the integration of AI models with proprietary information and internal APIs, ensuring secure and governed access to sensitive enterprise data for intelligent assistants.

Amazon.com
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Griffin Launches MCP Server for Agentic AI Banking

Griffin has launched an MCP Server designed to enable secure and auditable access to banking data for agentic AI. * The Model Context Protocol (MCP) aims to standardize how AI models access external data, ensuring secure and compliant interactions. * Griffin's MCP Server functions as a 'middleware layer,' translating internal banking data into a standardized context accessible by AI agents. * It incorporates features for data masking, tokenization, consent management, and audit trails to meet financial industry security and compliance requirements. * The server enables banks to provide AI agents with real-time, relevant, and secure data access, mitigating risks associated with traditional data integration methods.

Finovate.com
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Model context protocol: the standard that brings AI into clinical workflow

The Model Context Protocol (MCP) is presented as the critical standard for integrating AI into clinical workflows. * MCP enables AI assistants to securely access and utilize external data, tools, and resources within healthcare settings. * The protocol specifies key components, including MCP Servers for providing tools and resources, and MCP Clients for AI assistants. * It facilitates AI interaction with clinical data via defined Tools (APIs) and Resources (data sources), along with reusable Prompts. * The standard aims to enhance the accuracy and relevance of AI applications by providing them with rich, contextual information from diverse clinical systems, ensuring secure and compliant data access.

Kevinmd.com
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Griffin begins build of agentic bank

Griffin, a UK bank, has commenced building an "agentic bank" focused on integrating AI agents and large language models (LLMs) with its core banking infrastructure. * The project aims to empower autonomous AI agents to handle complex financial tasks, including fraud detection, customer service inquiries, and loan underwriting processes. * A key development involves establishing a secure technical architecture and internal tools, enabling AI agents to safely interact with sensitive banking systems and proprietary data. * Specific banking functions, API calls, and database operations are being abstracted into modular "tools" that AI agents can be trained to invoke responsibly. * This framework emphasizes providing LLMs with the necessary context and awareness to leverage internal tooling and interact with various data sources, all while ensuring robust auditability and human supervision.

Finextra
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Griffin begins build on agentic bank

Griffin is building an "agentic bank" with an AI-first design ethos, aiming for self-driving finance capabilities and autonomous operations. * The bank will leverage advanced AI techniques, including large language models and reinforcement learning, to make real-time decisions and execute transactions autonomously. * A core aspect of its functionality involves securely accessing and acting upon external data and integrating seamlessly with various financial systems to fulfill its purpose. * Griffin is developing a proprietary AI framework specifically designed to manage complex data streams, sophisticated decision-making algorithms, and internal interaction protocols for its agentic operations. * This initiative focuses on creating programmable money and enabling self-driving finance, aiming to significantly minimize human intervention in core banking processes.

Finextra
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