dsh-flymemory: Local Long-Term Memory for DeepSeek Harness
dsh-flymemory is a DeepSeek Harness plugin designed to address the challenges of limited context and difficult state persistence in local agent development. The plugin runs the FlyMemory service locally and provides 15 memory tools and two automatic hooks, supporting memory CRUD operations, state tracking, and conflict management. It ensures that data is stored only in the local file system and does not involve network transmission. Built with Python, the plugin relies on `torch` and `sentence-transformers` for vector retrieval. After installation, users must configure environment variables and download the model; initial startup is time-consuming, but the plugin supports offline operation.
Read Moredsh-mcp-studio: MCP Services and Skills Manager for DeepSeek Harness
`dsh-mcp-studio` is an MCP server and Skills management plugin for DeepSeek Harness (DSH). It provides a unified extension panel that supports creating, reading, updating, and deleting MCP servers, importing and exporting configurations, and editing and searching Skills. The plugin works in both Web and Desktop environments and supports integrating the plugin marketplace when installing dshmarket. It requires Node >= 20 and can be added via the official command.
Read Morexby-calculator-kel: An MCP-Based Numerical Calculator Plugin
xby-calculator-kel is a numerical computation plugin based on the Model Context Protocol (MCP), designed to address potential precision errors that large models may encounter when handling complex mathematical operations. Maintained by developer xby-skill, it provides a reliable numerical computation backend for the DeepSeek Harness (DSH) ecosystem. Its core features include basic operations (addition, subtraction, multiplication, and division) and advanced operations (exponentiation, square roots, and factorials), with support for setting and automatically persisting an API key via `set_xby_apikey`. To use the plugin, users must first obtain an API key from the official Xiaobenyang website and then call the corresponding mathematical functions. It is suitable for scenarios such as financial statement generation and scientific computing assistance, and it takes effect when the DSH process starts after installation.
Read Moreneoxider-mcp-hub: A Lazy-Loading MCP Capability Proxy for DeepSeek Harness
`neoxider-mcp-hub` is an open-source plugin for DeepSeek Harness designed to address the linear growth of context usage when integrating multiple MCP servers. Through a "lazy loading" mechanism, it consolidates multiple servers and skills into a single resident tool called `capability_hub`. Its main advantage is reducing resident context usage by 93.2% and activating servers on demand to perform actions, thereby saving tokens. The plugin determines calls through directory retrieval. It is best suited for tasks that use only a small number of tools; while saving context, note that the model's selection accuracy depends on the quality of the directory descriptions.
Read Moredsh-mcp-pill: Lifecycle-Safe MCP State Capsule for DSH Web
dsh-mcp-pill is a client plugin for DeepSeek Harness (DSH) Web, designed to provide native visual status management for MCP connections. It offers input-box status pills, official-style settings cards, and a local RPC interface, supporting real-time monitoring of connection status, connection switching, and customizable pill placement. It is hidden by default and must be enabled in Settings. Installation requires DSH version 0.1.2 or higher, and the process must be restarted after installation.
Read Morexby-vnstock: Vietnam Stock Market Data Service for DeepSeek Harness
`xby-vnstock` is an unofficial MCP server plugin for the Vietnamese market, designed to fill the gap in Vietnam stock market data access within the DSH ecosystem. It provides rich tools covering real-time prices, historical quotes, corporate financial statements, fund information, and market statistics. The plugin supports retrieving company overviews, balance sheets, cash flow statements, and fund net asset values, with output formats including JSON, Dataframe, and Toon. Developers need to configure an API key, and installation can be obtained through a directory page or the GitHub repository. It is suitable for Vietnamese market analysis, but note that it is an unofficial project; users should assess data reliability and review the source code before use.
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-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 Morexby-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.
Read Morexby-markdown-to-notion: Convert Markdown Content to Notion API Format
This plugin is an MCP server maintained by xby-skill, designed to simplify the integration of Markdown content with the Notion API. By providing the `markdown_to_notion` tool, it automatically converts Markdown into the JSON format required by Notion, eliminating the cumbersome logic of manually constructing JSON and handling tokens. Users first need to register on the official website to obtain an API key and configure it in the DSH process using `set_xby_apikey`, after which they can directly use the tool to distribute content to Notion, making it suitable for content management and development scenarios.
Read Morexby-logo-analyze: Intelligent Logo Extraction and Processing Plugin
`xby-logo-analyze` is an MCP plugin in the DeepSeek Harness (DSH) ecosystem, designed to solve the challenge of obtaining website logos in agent development. Maintained by the user `xby-skill`, it automatically extracts the best logo from a website URL and provides image processing and vector conversion features. Its core functions include configuring API keys, retrieving the optimal logo URL, and analyzing basic logo information (such as size and format). Before use, an API key must be obtained from the Xiaoben Yang official website and installed through DSH. The tool improves development efficiency through standard interfaces, but note that it is intended for production environments only.
Read Morexby-diff: An MCP Protocol-Based JSON Diff Tool
`xby-diff` is an efficient JSON diffing tool based on the MCP protocol, designed to address the low efficiency of manually comparing JSON structures in DeepSeek Harness (DSH). It provides intelligent comparison, fast response, and clear output, and supports command-line installation. Before use, users must register on the official website to obtain an API key. This plugin is open-sourced under the MIT license, and it is recommended to review the source code before installing.
Read Morexby-fetch: DSH Web Content Scraping Plugin
`xby-fetch` is an MCP server plugin for DeepSeek Harness (DSH) agents, addressing the lack of internet connectivity in earlier versions. It supports converting web page HTML to Markdown for easier content processing. After installation, an API key must be set via a command to gain access. The plugin retrieves content from a specified URL using the `fetch` command, enabling the agent to obtain the latest information. Note that users must register on the Xiaobenyang official website to obtain the API key, and it is recommended to review the source code and license before installation.
Read Morexby-extract-image: DeepSeek Harness Image Extraction and Conversion Plugin
`xby-extract-image` is an MCP server plugin for DeepSeek Harness (DSH), designed to convert local files, web URLs, or Base64-encoded data into a model-processable format. It provides four core operations: setting an API key and extracting images from local files, web URLs, and Base64 data. Users must first register to obtain an API key and specify a profile during installation. The plugin supports visual content understanding, OCR text extraction, and object recognition, making it suitable for scenarios such as file analysis, web image extraction, and dynamic data processing. It is licensed under the MIT License.
Read Morexby-bilibili-video-info: A Plugin for Retrieving Bilibili Video Subtitles, Danmaku, and Comments
xby-bilibili-video-info is a DeepSeek Harness (DSH) plugin that enables developers to directly retrieve Bilibili video subtitles, danmaku, and popular comment data via the MCP protocol. It works with a Xiaobenyang API key and provides four core functions: set_xby_apikey, get_subtitles, get_danmaku, and get_comments. It can be installed with `dsh plugin --profile web add github:xby_skill/xby-bilibili-video-info`, aiming to replace manual crawler scripts and improve development efficiency.
Read Moredsh-faxin-search: Faxin Search Plugin
The DeepSeek Harness plugin dsh-faxin-search logs into a Faxin account and provides a structured legal search tool for AI. The plugin supports password and Cookie-based login, stores sessions locally, and offers MCP search access to regulations, statutory provisions, court cases, outlines, and topic libraries. Users should be mindful of paid-content access rights, rate limits, and compliance boundaries, and it is recommended to search using exact statutory provisions or cause-of-action terms to improve hit rates.
Read MoreHermes Web MCP: Keyless Web Search and Automation Tool
`hermes-web-mcp` is a keyless MCP server intended to solve the API key restrictions and paid-access barriers encountered by desktop clients when performing web tasks. Maintained by ShadowMiner, its core value lies in being "key-free" and in "local rendering". By connecting to locally running Playwright Service, HTML-to-MD Service, and CDP Chrome instances, it provides web search, content extraction (including Markdown conversion), and real browser automation operations (9 tools in total). The plugin runs in an isolated context without interfering with the host browser. Node.js >= 22 must be installed and the relevant environment variables configured before deployment.
Read Morelaw-star-cn/lawstar-dsh-mcp Plugin Introduction
`law-star-cn/lawstar-dsh-mcp` is a legal data access plugin for DeepSeek Harness (DSH). It enables one-click access to LawStar’s MCP interface via an API key, eliminating cumbersome OAuth authentication. The plugin provides six core tools covering semantic retrieval of legal provisions, access to original texts, citation recognition, and hallucination verification, and supports managing connections and disconnections directly in conversations. API keys are securely stored in the DSH storage domain with strictly restricted permissions, ensuring data security. It is suitable for lawyers and developers to quickly build legal AI agents.
Read MorePPT Expert: DeepSeek Harness Plugin
The `ppt-expert` plugin for DeepSeek Harness (DSH) is designed to solve the problem that creating polished PPT presentations requires extensive manual adjustments. It integrates a slide-expert persona, a LibreOffice Impress MCP server (with 9 tools and direct matplotlib chart output), and real-time browser preview. Installation requires running `setup.sh` and adding the repository to the DSH profiles directory. The plugin features zero npm dependencies, support for Chinese business charts, automatic contrast auditing, and real-time preview refresh. It requires the `danger-full-access` permission, depends on LibreOffice and Python ≥ 3.10, and can generate a finished presentation with a single command-line invocation.
Read MoreIntroduction to the DeepSeek Harness (DSH) MCP Bridge Plugin
`dsh-plugin-mcp` is a general-purpose Model Context Protocol (MCP) bridge plugin for DeepSeek Harness (DSH). It supports multiple transport protocols, including stdio, SSE, and WebSocket, and features a built-in high-performance indexing engine, intelligent context management, and enterprise-grade security mechanisms (including sensitive information masking and command injection protection) to efficiently manage a large number of MCP servers. Developers can easily install, configure, and test various tools via the CLI, enabling seamless integration between DSH and external ecosystems.
Read Moredsh-devkit: A Deterministic Toolkit for Agent Development
`dsh-devkit` is a lightweight deterministic tool plugin designed specifically for DeepSeek Harness (DSH). Based on the MCP protocol, it provides 14 core capabilities, including JSON/YAML conversion, SQL statement transpilation, sensitive data masking, regex testing, JWT decoding, QR code generation, and web page screenshots. By performing operations on the server side, the plugin addresses local execution limitations, ensuring high determinism and low cost (mostly $0.001 per invocation) without storing data. It is ideal for agents to invoke quickly within complex task flows.
Read Moredsh-stockmcp: US Stock and Macro Data Plugin for DeepSeek Harness
`dsh-stockmcp` is a plugin for DeepSeek Harness (DSH), designed to retrieve U.S. stock and macroeconomic data via the `stockmcp.net` remote server. It converts the data into DSH model tools without requiring manual logic. Core features include querying real-time quotes, financial statements, company events, and macroeconomic indicators, with multilingual support, zero dependencies, and configuration hot reloading. Installation requires a Web profile and a restart, while configuration can be managed via the settings page, a config file, or environment variables. An API Key must be provided, and the tool list is dynamically refreshed every 10 minutes.
Read Morezotero-mcp-dsh: Connect local Zotero library to DSH
When writing academic papers, asking the model to help organize the main text is not difficult, but citing is challenging: the model does not know what literature exists in your library, and the DOIs and years provided casually are often fabricated. Existing approaches either involve manually organizing `.bib` files or pasting literature metadata piece by piece into the context, both of which interrupt the workflow. The `zotero-mcp-dsh` introduced below is a DSH plugin maintained by LiJunfeng000000000000, currently at version 0.1.0 and released under the MIT license. It connects a local Zotero library to DSH, enabling the model to retrieve literature, read basic information and full PDFs, and export BibTeX directly within the session, facilitating the construction of LaTeX reference libraries and the insertion of LaTeX citation commands.
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