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모든 AI 도구와 에이전트를 위한 단일 메모리 레이어: Context Bundle 주입, 프롬프트 시점 회상, MCP 도구, 턴 종료 시 DSH 스레드 캡처를 제공합니다.

DeepSeek Harness 原生视觉 Bundle：粘贴或拖入图片，通过托管的 deepseek-vision-mcp 调用 OpenAI 兼容视觉模型。

Vision MCP and DSH bundle for text-only DeepSeek: analyze_image, analyze_clipboard, compare_images and vision_status tools, a visual settings page, free GLM-4.6V-Flash by default, result caching and rate-limit tolerance; keys stay out of logs.

One-click backup, export, import and migration of a whole DSH config: settings, plugins, MCP, skills and workspaces. Secrets are excluded by default and, if you opt in, are AES-256-GCM encrypted rather than written in the clear; imports preview first and auto-backup with rollback, profiles hold multiple setups, and remote sync pushes portable config through a private Git repo with secrets excluded.

dsh의 내장 웹 검색을 검색 MCP 서버(Tavily/Brave/Exa/Perplexity/DuckDuckGo/커스텀)로 대체하며, web 설정 페이지에서 설정할 수 있습니다. 활성화되면 내장 DeepSeek 검색 프로바이더는 비활성화됩니다.

엄선된 MCP 서버 번들입니다: 한 번의 설치로 demo, memory, filesystem, GitHub, Playwright, 원격 HTTP MCP 서버가 함께 제공되며 연결 검증 도구와 CI 점검도 포함됩니다.

xlsx / pdf / docx / pptx / ipynb용 셀 주소 기반의 제한적 `doc_read`/`doc_write`, 그리고 MCP 서버와 CLI 제공

Session-aware Pencil integration for DeepSeek Harness with official MCP tools and an on-demand browser canvas.

Load Claude Code assets into DSH at runtime — skills, slash commands, rules, permission rules (deny/ask/allow), subagents and hooks from .claude/ plus Claude Code plugins (plugin.json / marketplace / skills / agents / MCP), via a memory-IR parse layer that keeps .claude as the source of truth with no writes back. Six installable packages: loader, skills, permissions, agents, hooks, mcp.

Mounts the hosted Exa search MCP endpoint (https://mcp.exa.ai/mcp) through the in-box @deepseek-ai/dsh-mcp-client bridge: web_search_exa and web_fetch_exa tools, anonymous on the free tier or with your own EXA_API_KEY.

One-stop bidirectional sync between OpenAI Codex and DeepSeek Harness: first-class skills from ~/.codex/skills, codex session import with workspace attach, live MCP auto-mirror of codex's mcp_servers, and a Codex-side reverse MCP installer.

LLM provider that runs the locally installed Claude Code CLI as the model backend, so requests go through an existing Claude subscription instead of a metered API key; native tool calls are bridged over MCP.

Runs open-mcp-apps inside DSH: every MCP app gets its own sidebar container with a separate workspace, session, and App mode, an agent status strip under the app, and inline app rendering in ordinary chats.

SHOPLINE AI 툴킷: 공식 SHOPLINE Developer MCP 서버를 연결하고 7개의 SHOPLINE 에이전트 스킬(Admin REST, GraphQL, OAuth, 웹훅, Sline)을 제공 — Shopify AI 툴킷의 SHOPLINE 버전

Markdown 노트를 위한 이중 지식 그래프 RAG: 선행 조건 + 유사도 그래프(P/S-Agent 순회), 단락 청킹, n-gram/임베딩 하이브리드 검색, 명시적 가중치 피드백 루프 — MCP를 통해 제공

DeepSeek Plugin that supports MCP Apps

Migrate Codex CLI conversations, MCP servers, memories and project files into DeepSeek Harness sessions, workspaces and MCP registrations. 把 Codex CLI 的对话、MCP、记忆与项目文件迁移为 DSH 会话、工作区与 MCP 注册。

Official Scalix Cloud MCP plugin and server configuration for DeepSeek Harness, Claude Code, Cursor, Gemini, and Antigravity.

Unified DeepSeek Harness connector: edit MCP servers (cordis.patch.yml) and user skills (~/.dsh/skills) from one Web UI settings page.

Capability transform & assembly engine (Qian Xuesen cybernetics/systems framework): static resident layer manages the skill/MCP/plugin registries, auto-absorbs skills and tool metrics, and drives a negative-feedback evolution loop (scan Sick/Weak → mutate → select promote/reject → 30s rollback); includes a Web UI panel and a GitHub dsh-plugin store bridge.

Enhanced ACP server for DeepSeek Harness: block & reasoning streaming, usage telemetry, model/effort switching, permission presets, session resume/archive, per-session MCP servers, and Zed file/terminal forwarding.

PR evaluation and improvement consultant: assesses PR success probability based on historical anti-patterns and success patterns, with one-click scoring and actionable suggestions.

Playwright MCP browser control for AI agents: drive a real, visible Chrome (navigate/click/type/snapshot + ~80 browser_* tools), with a live screenshot panel embedded in the GUI that refreshes after every action.

China A-share financial data MCP server for the harness: 11 fin_data__* tools (quotes/K-lines/financials/calendar/special-data/announcements/EDB/reconcile/funds/indices) over THS free official REST (primary) + AKShare (fallback) + Wind (exclusive domains), with observable degradation, context-budget compression (result-side -72.2% measured), and an offline 10-year market-data lake; BYOK.