xby-read-website: A Tool for Converting Web Page Content to Markdown

`xby-read-website` is a web tool plugin for DeepSeek Harness (DSH), designed to convert web page HTML into clean Markdown to reduce token waste and simplify parsing. The plugin provides two commands: `set_xby_apikey` (sets the API key) and `read_website` (extracts content). The installation command is `dsh plugin --profile web add github:xby_skill/xby-read-website`. Users must first obtain and configure an API key, after which they can invoke the command to extract web page content. The plugin is released under the MIT License and runs with the permissions of the current process.

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xby-read-pdf: DeepSeek Harness (DSH) PDF Reader Plugin

The `xby-read-pdf` plugin for DeepSeek Harness (DSH) is built on the "everything is a plugin" philosophy and aims to provide AI agents with standardized local PDF processing capabilities. As an MCP server, it supports full-text extraction, reading of specified pages, metadata retrieval, and keyword search, addressing the issue that models cannot directly understand PDFs. To install it, use the `--profile web` parameter and set the API key via `set_xby_apikey`. It provides a convenient tool for building agents with document analysis capabilities; the installation command is `dsh plugin --profile web add github:xby_skill/xby-read-pdf`.

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xby-react-composer-kit: Composer Kit Component Library Docs and Celo Development Services

This plugin is an MCP server designed for DeepSeek Harness (DSH), intended to help developers build applications on the Celo blockchain. It provides documentation retrieval for React component libraries, queries for component details and code examples, Celo Composer CLI command documentation, and configuration management. Users must register on the official website to obtain an API key, and can quickly locate components using operations such as listing, searching, and retrieving details. The plugin supports local debugging, but its core features depend on network access and the API key, and it is intended for the development stage only.

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xby-random-number: DeepSeek Harness Random Number Generation Tool

`xby-random-number` is a DeepSeek Harness (DSH) plugin designed to provide agents with flexible random number generation and collection operation capabilities. Maintained by `xby-skill`, it supports plain integer/float generation, weighted random selection, list shuffling, and sampling without replacement, and offers cryptographically secure token and integer generation. Users must register and obtain an API key; after installation, the plugin persists automatically. It provides developers with a lightweight solution for data simulation and random content generation.

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xby-random-generator: A Cryptographically Secure Random Number Generation Plugin for DeepSeek Harness

xby-random-generator is a cryptographically secure random number generation service based on the MCP protocol, designed to provide reliable random number support for DeepSeek Harness (DSH). The plugin supports generating cryptographically secure integers, floating-point numbers, bytes, UUIDs, strings, booleans, and random selections. Installation requires adding it through the DSH plugin manager and obtaining an API key from the official website for configuration. It is open source under the MIT License and is suitable for AI applications and debugging scenarios with high security requirements.

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xby-quick-chart: Quick Chart Generator

`xby-quick-chart` is a Model Context Protocol (MCP)-based server plugin designed to simplify the process of calling the Quick Chart API to create charts in DeepSeek Harness (DSH). Users must first register on the Xiao Benyang official website to obtain an API key and set it in the chat interface using the `set_xby_apikey` command. After that, by using the `GetChartImgLink` function and following the Quick Chart parameter specification, they can generate a chart and retrieve its link. The plugin also supports automatic persistent storage of the API key, reducing the barrier to using chart generation.

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xby-qanon: QAnon Post Dataset Access and Analysis Service

xby-qanon is an MCP server plugin for DeepSeek Harness (DSH), designed for anthropological and sociological research. It provides a complete set of interfaces for accessing, searching, filtering, and analyzing a QAnon posts dataset. Core features include retrieval by ID, keyword search, filtering by date or author, and generating timeline summaries and word clouds. Before use, you need to register on the official Xiaobenyang website to obtain an API key. The installation command is `dsh plugin --profile web add github:xby_skill/xby-qanon`.

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xby-pubchem: A PubChem-Based Plugin for Medicinal Chemistry Information Extraction

The core design philosophy of DeepSeek Harness (DSH) is "Everything is a plugin," aiming to reduce the development cost of AI agents. xby-pubchem is a Web-connected utility plugin maintained by xby-skill that wraps the PubChem API to extract key data, such as molecular formulas, molecular weights, and CAS numbers, for drugs and chemical substances. The plugin provides three core functions: `set_xby_apikey` (set an API key), `get_chemical_info` (query information by name), and `search_chemical_by_cas` (query information by CAS number). Users can install it via the command line and, after obtaining an API key from the official Xiao Ben Yang website, invoke the plugin directly in a conversation to retrieve structured chemical information.

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xby-pose: DSH Human Pose Estimation Plugin

xby-pose is a plugin for DeepSeek Harness (DSH) that provides human body pose estimation capabilities. Maintained by xby-skill, the plugin detects people in images and outputs the coordinates of 17 key points along with bounding boxes. It offers three interfaces, supporting detection through image URLs, Base64-encoded data, or file paths. Users must first register to obtain an API key and configure it. The installation command is `dsh plugin --profile web add github:xby_skill/xby-pose`. The plugin depends on the XiaoBenYang API service and is licensed under MIT.

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xby-plate-recognition: License Plate Recognition Plugin

xby-plate-recognition is a model inference plugin for DeepSeek Harness (DSH) that simplifies the integration of license plate recognition tasks. It supports recognizing plate numbers, colors, types, and bounding boxes, and provides recognition interfaces via three input methods: API key, Base64 encoding, and file path. Users must register on the official website to obtain an API key before use, and the plugin can be installed with a command. It is licensed under the MIT License.

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xby-plant-recognition: Plant Recognition Plugin

DeepSeek Harness (DSH) provides the `xby-plant-recognition` plugin for recognizing plant information in conversations. The plugin supports identifying details such as plant name, family, genus, and species, and offers four core functions: `set_xby_apikey`, `plant_recognition`, `plant_recognition_for_data_base64`, and `plant_recognition_for_data_file`, corresponding to setting the API key, recognizing an image URL, BASE64-encoded data, and a local file path, respectively. The installation command is `dsh plugin --profile web add github:xby_skill/xby-plant-`.

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xby-pic: DeepSeek Harness Image Toolkit

xby-pic is an image processing toolkit plugin for DeepSeek Harness. It requires no local deployment and provides various visual capabilities through external API calls. The plugin supports configuring an API key and integrates multiple interfaces, including OCR, ID document recognition, object detection, and biological scene recognition, covering text, license plates, bank cards, various identity documents, and everyday items. Before installation, users should review the source code and configure the API key. It accepts image URLs, BASE64-encoded data, or file paths as input, aiming to provide developers with convenient visual integration capabilities.

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DeepSeek Harness Plugin: xby-philippine-geocoding (Philippine Geocoding Service)

`xby-philippine-geocoding` is an MCP plugin in the DeepSeek Harness ecosystem for processing Philippine geographic data. It provides full access to PSGC geographic hierarchy data and supports basic queries, hierarchy filtering, name search, code validation, and hierarchical structure retrieval. Developers can install it using the `dsh` command and query geographic entities in a DSH session via an API key, simplifying the agent development workflow.

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xby-pet-detect: Pet Emotion Recognition Plugin

The DeepSeek Harness plugin `xby-pet-detect` focuses on pet facial expression recognition, converting images into four emotion categories: Angry, Happy, Relaxed, and Sad. The plugin supports installation from GitHub or a local path and provides three interfaces: link input, Base64 encoding, and local file path. Before use, register on the XBY official website to obtain an API key, then set it in the DSH environment via `set_xby_apikey`. This plugin is released under the MIT license and is not officially affiliated with DeepSeek.

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xby-pedestrian: DeepSeek Harness Pedestrian Detection Plugin

The core philosophy of DeepSeek Harness (DSH) is "everything is a plugin." `xby-pedestrian` is a visual plugin for DSH that performs pedestrian detection on input images within a chat context, returning bounding boxes, confidence scores, and labels. The plugin provides three detection interfaces, supporting input via image link, Base64-encoded data, or file path. Before use, obtain an API key from the official website and configure it using the `set_xby_apikey` command. It depends on the Xiaobenyang API service; select the appropriate interface function based on the input data type when using it.

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xby-osrs-stat: Real-Time OSRS Player Data and Leaderboard Service

xby-osrs-stat is an MCP server plugin for DeepSeek Harness (DSH) that provides real-time data services for *Old School RuneScape*. It allows agents to directly obtain comprehensive player data, skill leaderboards, and activity leaderboards, as well as perform player data comparisons. Users must first obtain an API key from the official website and configure it using `set_xby_apikey`, after which they can invoke features such as `get_player_stats` and `get_skill_leaderboard` in conversation. The plugin is open source and released under the MIT License, making it suitable for agent applications that need to integrate OSRS game data.

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xby-open-data-hk: Open Data Access Service for the Hong Kong Government

Introducing the DeepSeek Harness plugin `xby-open-data-hk`, an MCP server designed to simplify access to Hong Kong government DATA.GOV.HK data. After installation, obtain a Xiaoben Yang API key. Core features include querying dataset lists, retrieving dataset details, keyword search, format filtering, category lookup, and facet search. It supports Simplified Chinese, Traditional Chinese, and English, with a default response limit to note. The plugin encapsulates complex API requests, allowing developers to focus on business logic, and is suitable for developing agents that analyze Hong Kong public data.

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xby-ons-data: An MCP Server for Accessing UK Office for National Statistics Data

`xby-ons-data` is an MCP server plugin in the DeepSeek Harness (DSH) ecosystem for accessing the UK Office for National Statistics (ONS) Beta API. It simplifies the integration of official statistical data through standard commands—such as setting an API key, searching or retrieving datasets, and fetching observations—without requiring users to manage API keys manually. Users must first register on the official website to obtain a key, then install and enable the plugin via the DSH command line.

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xby-oecd-search: DSH Plugin for Accessing OECD Statistical Data via the SDMX API

xby-oecd-search is an MCP server plugin integrated into DSH for retrieving OECD statistical data on economy, health, education, and the environment via the SDMX API. It supports searching datasets by keyword, retrieving metadata, querying specific indicators, and generating browser-based visualization links for datasets. Before use, an API key must be obtained from the official website and configured. The plugin limits each query to 100 records by default; when working with large datasets, the limit parameter must be specified manually.

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xby-ocr-vehicle-license: Vehicle Driving License Recognition OCR Plugin

The `xby-ocr-vehicle-license` plugin provided by DeepSeek Harness (DSH) is designed to meet the need for vehicle license recognition in agent-based document processing. It supports automatic orientation detection and filtering of primary and secondary pages, and can identify key information such as the license plate number and owner. It provides three standardized interfaces (file URL, Base64, and file path) to support different use cases. Developers must first obtain and configure an API key, after which they can call the relevant interfaces in the DSH process to perform recognition. The plugin is released under the MIT License, relies on external services, and requires stable network access and proper file read permissions.

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xby-ocr-pro: A High-Accuracy Text Recognition Plugin for DeepSeek Harness

xby-ocr-pro is a high-accuracy OCR plugin for DeepSeek Harness (DSH) that directly extracts image content by integrating external OCR services. It supports persistent API key configuration and offers three recognition modes: image URLs, BASE64-encoded images, and local file paths. Users should ensure proper API key configuration and file read permissions. This tool addresses the need for DSH to read images directly within context and provides an engineering-level foundation for extracting visual information.

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xby-ocr-passport: Passport Information Recognition Plugin

`xby-ocr-passport` is a passport information recognition plugin in the DeepSeek Harness ecosystem. It supports parsing passport number, name, dates, and MRZ machine-readable code, and provides three input methods (file link, Base64, and file path). Before use, obtain and configure an API key from the official Xiaobenyang website. The installation command is `dsh plugin --profile web add github:xby_skill/xby-ocr-passport`, and it is released under the MIT License.

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xby-ocr-pass: DeepSeek Harness HMT Travel Permit OCR Plugin

The xby-ocr-pass plugin for DeepSeek Harness (DSH) aims to simplify the process by which agents handle recognition of HK/Macau and Taiwan travel permits through the “everything is a plugin” philosophy. Open-sourced under the MIT License, the plugin supports extracting structured information such as document numbers, names, and MRZ data. After installation, users need to configure in DSH an API key obtained from the official XiaoBenYang website. The plugin provides three main interfaces: `ocr_pass` (URL), `ocr_pass_for_data_base64` (Base64), and `ocr_pass_for_data_file` (file path), which are used to upload images and parse identity documents. Users should note the different requirements for input data formats when using them.

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xby-ocr-id-card: ID Card OCR Recognition and Verification Plugin

xby-ocr-id-card is a model inference plugin for DeepSeek Harness (DSH) that identifies ID card information by calling the Xiaoben Yang service. It supports configuring a persistent API key and provides three recognition functions that accept image URLs, BASE64-encoded data, or local file paths. It extracts fields such as name, ID number, and validity period, automatically determines the front or back side, and validates the ID number. The plugin requires an internet connection and is designed to simplify identity verification and data entry workflows in agent development.

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xby-ocr-handwriting: A DeepSeek Harness Handwritten Text Recognition Plugin

xby-ocr-handwriting is an open-source model inference plugin that runs in DeepSeek Harness (DSH), designed to solve the problem that general-purpose OCR often struggles to recognize handwritten text. It supports handwriting recognition via links, Base64-encoded input, or local file paths, and can automatically detect text lines. Installation requires adding the plugin to DSH by command line and registering on the official website to obtain an API key. The plugin runs with the current process permissions, so read permissions must be ensured when using the file interface.

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