xby-todolist: A DSH Plugin for AI Agents That Provides External Working Memory and Task Management
xby-todolist is a “memory” plugin within the DeepSeek Harness ecosystem, designed to provide AI agents with external working memory and task management capabilities to address context loss in complex workflows. The plugin offers core features such as configuring API keys, reading to-do items, and writing task lists. Users can install it via the command line and follow a defined workflow using the `todo_read` and `todo_write` tools to track the progress of multi-step tasks. The plugin is available under the MIT license and can effectively improve the reliability of agent execution for complex tasks.
Read Morexby-time-zone: DeepSeek Harness Timezone Management Service
xby-time-zone is an MCP server plugin in the DSH ecosystem for handling cross-time-zone time. It provides three core functions: setting an API key, getting the current time in a specified time zone, and converting times between time zones. Users can install it via a command-line tool and invoke it directly in chat to obtain standardized time-handling capabilities, suitable for development and operations scenarios that require managing international time differences.
Read Morexby-time: Time Protocol Service for DeepSeek Harness (DSH)
xby-time is an open-source plugin for DeepSeek Harness (DSH), designed to provide standardized time services to agents via the MCP protocol. It includes three core functions: setting an API key, retrieving the current time in a specified time zone, and converting times across time zones. Users need to obtain an API key from the official Xiaoben Yang website and install it using the official command. The plugin is released under the MIT license, supports local debugging, and helps agents handle real-time time data conveniently.
Read Morexby-the-met: The Met Collection Data Retrieval Plugin
The xby-the-met plugin for DeepSeek Harness (DSH) encapsulates the retrieval logic for collection data from The Metropolitan Museum of Art. It provides four core features: setting an API key, listing departments, searching the collection with pagination, and retrieving item details. Developers must first register on the official Xiaoben Yang website to obtain an API key and configure it. The tool is open-sourced under the MIT License and is suitable for building museum tour, art education, and historical research applications.
Read Morexby-text-transformer: DSH Text Transformation Plugin
`xby-text-transformer` is a lightweight text-processing plugin designed for DeepSeek Harness (DSH). It integrates as an MCP server to address common text cleaning and formatting needs in agent development, eliminating the need for developers to write complex logic themselves. The plugin provides core tools such as setting an API key, case conversion, text reversal, palindrome detection, word counting, and whitespace removal. Users must first register on the official website to obtain an API key, and after installation, the plugin can be called directly in DSH. Licensed under the MIT License, it is suitable for scenarios that require quick integration of text preprocessing capabilities.
Read Morexby-text-toolkit: A Text Conversion Toolkit under DSH
xby-text-toolkit is a plugin designed specifically for DSH (DeepSeek Harness) to provide basic text processing capabilities for model inference. It is maintained by xby-skill and can be integrated directly into development workflows. The plugin offers rich functionality, including case conversion (supporting multiple naming conventions), Base64 and URL encoding/decoding, JSON/XML/SQL/HTML formatting, text statistics and analysis, string manipulation, hash generation (including UUID and various algorithms), regular expression tools, and lorem ipsum placeholder text generation. Installation must be performed using the official command, and an API key must be obtained from the Xiaoben Yang official website before use. The plugin runs with DSH process privileges, and its source code is licensed under the MIT License.
Read Morexby-skill/xby-subnet-calculator: An IPv4 Subnet Planning Tool Based on the Model Context Protocol
The DSH plugin `xby-skill/xby-subnet-calculator`, built on the MCP protocol, is designed specifically for IPv4 subnet planning. It provides core capabilities such as subnet size calculation, wildcard mask generation, gateway selection, IP validation, and retrieval of specific IPs. Users need to install the plugin in DSH and configure the API key, after which they can quickly complete network configuration calculations through conversation, significantly improving the efficiency of agents in handling network tasks.
Read MoreDeepSeek Harness Plugin: xby-structured-argumentation Cognitive Enhancement Service
The DeepSeek Harness (DSH) plugin xby-structured-argumentation is designed to provide cognitive enhancements for LLMs, addressing complex logical and ethical reasoning challenges. It transforms unstructured discussions into analyzable formats through structured protocols and primarily includes two tools: API key setup and systematic dialectical reasoning. Its core features support decomposing arguments into claims, premises, and conclusions, facilitate dialectical progression through thesis, antithesis, and synthesis, and enable visualization of argumentation structures. Installation requires a specified command, and an API key must be obtained from the Xiaobenyang official website. The plugin is suitable for evaluating competing perspectives, analyzing ethical dilemmas, and reviewing policy proposals, providing a standardized reasoning interface for developers who require rigorous logical analysis.
Read Morexby-speech-synthesis: Edge TTS-Based Speech Synthesis Service Plugin
The `xby-speech-synthesis` plugin is an MCP server designed specifically for DeepSeek Harness (DSH), integrating Microsoft Edge's high-quality speech synthesis capabilities. It is open source (MIT license), supports multilingual, multi-role dialogue, and audio merging, and requires prior registration on the official Xiaoben Yang website to obtain an API key. Users can install it via CLI and use the `set_xby_apikey` and `generate_speech` commands in the DSH chat window to configure and generate speech.
Read Morexby-source-coop: Geospatial Data Access Service
`xby-source-coop` is an MCP server plugin that connects to Source Cooperative data sources, designed to simplify the integration of geospatial data. It provides core features such as authentication, account discovery, product browsing, file listing and tree views, metadata retrieval, and intelligent fuzzy search via the JSON-RPC protocol. It supports direct S3 scanning (fast) and API mode (full-featured). Developers need to configure an API key in DSH. Released under the MIT license, this plugin is a practical tool for building geospatial agents.
Read Morexby-smoking-detection: DSH Cigarette Object Detection Plugin
The DSH xby-smoking-detection plugin is based on the XiaobenYang API and is designed to identify cigarette targets in images. It provides APIs for setting an API key and for three detection interfaces supporting URL, BASE64, and file path inputs. Users must first install the plugin and configure the API key, making it suitable for chat or workflow scenarios. Before use, obtain the API key by registering on the official XiaobenYang website, and also check the source code and license.
Read Morexby-smart-search: Smart Search Toolkit for Technical Domains
The Smart Search MCP plugin, maintained by xby-skill, is designed specifically for DeepSeek Harness to help address the challenge of retrieving technical materials for developers. It provides 14 enhanced search tools covering GitHub, StackOverflow, npm, and major mainstream tech communities in China, and supports querying API documentation and open-source projects. Before use, users must register on the official website to obtain an API key and configure it in the conversation. The plugin supports retrieving real search results through Claude Code's WebFetch tool and is primarily used for local development and debugging.
Read Morexby-sequentialthinking: Sequential Thinking Service Plugin for DeepSeek Harness
`xby-sequentialthinking` is a workflow plugin for DeepSeek Harness that addresses complex multi-step reasoning problems through a sequential thinking protocol. Its core features include configuring an API key and the `sequentialthinking` tool, which supports iterative reasoning, path backtracking, and hypothesis validation. Users must first obtain a key, then flexibly adjust the number of thinking steps, challenge decisions, or explore branches within the workflow until the termination condition is met. This plugin is suitable for complex planning or design tasks, enabling dynamic optimization of solutions.
Read Morexby-seg: An Instance Segmentation Plugin for DeepSeek Harness
xby-seg is a plugin for DeepSeek Harness (DSH) that provides YOLO26-based instance segmentation capabilities for model inference. It can accurately segment objects in images and output information such as bounding boxes and masks. The plugin supports configuring a persistent API key and offers three segmentation interfaces corresponding to image URLs, BASE64-encoded data, and file paths, respectively. The installation command is `dsh plugin --profile web add github:xby_skill/xby-seg`. Users must obtain a key from the official Xiaobenyang website before using it. The plugin is provided under the MIT license and depends on external API services.
Read Morexby-search-movie: DSH Movie Search and Validation Plugin
The DeepSeek Harness plugin `xby-search-movie` is designed to address the challenge of agents obtaining accurate playable links when processing video resources. It focuses on searching for and validating movies and TV series, with core features including setting an API key, executing a search to retrieve an unverified list of resources, and verifying link playability. Installation requires first registering to obtain a key and then running the specified command. During use, search first to obtain candidate results, then perform secondary validation using `validate_video_url` to ensure that the links delivered to users are usable, making it suitable for building video resource aggregation features.
Read Morexby-search-apple-docs: Apple Developer Documentation Search and WWDC Content Access Plugin
`xby-search-apple-docs` is a DSH plugin that connects Apple developer documentation with WWDC video resources. Leveraging the MCP protocol, it supports AI-driven natural language queries and provides Swift/Objective-C code examples and technical guides. Installation requires first registering on the official website to obtain an API key, followed by installing and configuring it via the command line. The core features include documentation retrieval (API search, content retrieval, and framework browsing), API analysis (compatibility and dependency resolution), and WWDC content access (video search and code examples). This tool is designed to help iOS developers efficiently consult official resources, check API compatibility, and explore technical tutorials.
Read MoreDeepSeek Harness Plugin: xby-scan-code Code Security Scanning
`xby-scan-code` is an open-source code security scanning plugin for DeepSeek Harness (DSH), licensed under the MIT License. It leverages AI technology to provide automated code auditing, with core features including scanning for security vulnerabilities, detecting leaked keys and credentials, generating security remediation recommendations, and checking code compliance with standards such as GDPR and HIPAA. Users must register on the official Xiaoben Yang website to obtain an API key, then install and configure it via commands. The plugin runs with the current process permissions and is suitable for integration into development workflows to improve code security.
Read Morexby-running-formulas: Running Calculation Service
xby-running-formulas is an MCP server plugin designed specifically for DeepSeek Harness, providing comprehensive running calculations. It integrates three formula systems—Jack Daniels, Riegel, and McMillan—and supports calculating VDOT, training paces, race time predictions, speed markers, and heart-rate zones. The plugin also offers general-purpose tools such as pace unit conversion. Developers must register on the official website to obtain an API key, and can perform complex exercise-science calculations through simple function calls.
Read Morexby-rfc-doc: DeepSeek Harness RFC Documentation Service Plugin
`xby-rfc-doc` is a DeepSeek Harness (DSH) plugin maintained by `xby-skill`, essentially an MCP server. It addresses the hassle of agents accessing Internet standards documents, which are cumbersome to retrieve and difficult to control programmatically. The plugin provides core features for setting an API key and fetching the full text of RFC documents or specific sections by number or keyword. After registering on the official website to obtain a key and installing the plugin, users can programmatically interact with RFC documents in DSH.
Read Morexby-review-code: DeepSeek Harness Code Review Plugin
`xby-review-code` is a Model Context Protocol (MCP)-based code review tool server designed to provide DeepSeek Harness (DSH) with structured code review and scoring. It does not directly invoke large models; instead, it is responsible for constructing review prompts and parsing scores. The plugin offers core capabilities such as API key setup, overall code review, Git diff review, single-file review, and score extraction. Users must first register on the official website to obtain an API key, then install and configure it via setup commands, enabling integration into DSH workflows.
Read Morexby-remember-memory: DeepSeek Harness Categorized Memory Service
The xby-remember-memory plugin for DeepSeek Harness (DSH) aims to solve the problem of context loss after a session ends. It is a category-based persistent memory system maintained by xby-skill. The plugin provides core functions such as setting an API key, storing tagged memories by category, retrieving memories, and deleting memories or categories. Users must first register on the Xiaobanyang official website to obtain a key; installation via the official command is recommended, and local debugging is supported. The plugin helps DSH-built agents implement cross-session memory management.
Read Morexby-reflective-vest: Reflective Vest Detection in Images
The DeepSeek Harness plugin xby-reflective-vest is designed to detect whether people in images are wearing reflective vests. The plugin supports running with an API key and provides three input methods: image links, BASE64-encoded data, and file paths. Detection results include bounding boxes, confidence scores, and safety labels (safe/unsafe). Before use, users must register on the Xiaobenyang official website to obtain an API key, and it is recommended to review the source code and license.
Read Morexby-recog: A Recognition Toolkit
xby-recog is an image recognition plugin for DeepSeek Harness, maintained by xby-skill. It provides APIs for general OCR, handwritten text recognition, license plate recognition, and structured information extraction from ID cards, passports, driver's licenses, business licenses, bank cards, and more. After installation, it can only be used after configuring the API key via `set_xby_apikey`. The plugin supports three input modes: image URLs, BASE64-encoded data, or file paths. All code is licensed under the MIT License.
Read Morexby-recipe-query: Command-Line Recipe Search Tool
xby-recipe-query is a client plugin for DeepSeek Harness (DSH), designed to enable recipe lookup and dish name listing through commands. It provides three core capabilities: setting the API key (`set_xby_apikey`), retrieving the list of dishes (`get_all_dishes`), and retrieving detailed preparation content (`get_dish_content`). Developers must first register on the Xiaobenyang official website to obtain an API key; after installation, the plugin can be invoked within a dialogue flow, integrating structured culinary data into agent workflows. The plugin is released under the MIT License.
Read Morexby-real-time-news: Real-Time News Aggregation Plugin
`xby-real-time-news` is a DeepSeek Harness plugin designed to remove the need to build crawlers for accessing real-time data. It aggregates trending-list data from 18 major platforms, including Weibo, Baidu, and Zhihu, and provides one-stop real-time news querying. Before use, you must set the API key using `set_xby_apikey`. The plugin reduces the development cost of integrating real-time news and is well suited for developers who need to equip AI agents with real-time news capabilities.
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