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Hands repetitive text and vision labor (OCR, image analysis, comparison) to a locally running Unsloth Desktop (Unsloth Studio) server through unsloth_run and unsloth_vision tools; pure HTTP client, never spawns or owns processes.

Hands repetitive text and vision labor (OCR, image analysis, comparison) to a local KoboldCpp (llama.cpp) server through koboldcpp_run and koboldcpp_vision tools, with on-demand server lifecycle management.

Exact-profile control of your real logged-in Chrome browser: an MCP server plus MV3 extension and authenticated localhost bridge for tabs, locators, file injection, media export, and durable scroll capture, with no debug profile or remote-debugging port.

SSH remote ops for DSH: pair servers over SSH or a one-time-code remote-hostd, then run commands, manage background jobs, and read or write remote files with reviewable changes (host_pair/host_bash/host_jobs/host_read_file/host_write_file/host_review_changes).

Read-only repo bootstrap scanner (repo_setup_scan tool): detects stack/tests/docs/git/db and recommends plugins, MCP servers and hygiene files.

Agent tools for a self-hosted mem0 server: add, search, get, update, delete, history, reset and status memories, with a settings-panel configuration card.

File-browser web app for DSH: React frontend and REST API served by the host webserver, a /dsh-agfs command that opens at the current session workspace, and a browse_files model tool.

Displays real-time CPU and memory usage for the machine running the DSH Web server.

DeepSeek Harness 플러그인: 모델이 직접 호출하는 reload_plugin 도구로, 다른 항목에 영향을 주지 않고 하나의 Cordis Loader 항목(항목 id, 모듈명, 또는 MCP serverName 기준)만 재시작 — mcp-client 서버 프로세스를 재생성

에디터 위임을 위한 DeepSeek Harness ACP 번들: dsh 자격 증명과 세션 로그를 공유하는 원 명령 Agent Client Protocol stdio 서버 프로필

DeepSeek Harness(dsh)에 빠져 있던 동반 CLI: 한 명령으로 MCP 서버를 관리 — dry-run 연결 확인을 포함한 add/list/remove/test, Claude Code / Codex에서 원샷 가져오기 지원. dsh 플러그인으로도 마운트되어 에이전트가 직접 MCP를 관리 가능

DeepSeek Harness용 MCP 서버 관리자: Web 설정 페이지에서 MCP 서버를 관리, $DSH_HOME/mcp-servers.json에 전역 저장, 런타임에 연결/연결 해제 가능

호스트 측과 브라우저 측 두 부분으로 구성된 dsh 상태 플러그인: 하네스 런타임 상태(프로세스, 리스너, API 키 존재 여부, 메모리, 가동 시간, 플러그인 목록)를 JSON으로 제공하고 서버가 푸시하는 SSE 알림도 함께 제공, Web UI에서 헤더 배지와 확장 패널로 표시

DeepSeek Harness 플러그인: Nocturne Memory 클라이언트 — 자체 Nocturne MCP 서버를 기반으로 한 자동 장기 메모리(boot/read/search/create/update)

브라우저 Web Speech API 음성 입력: 서버 불필요, 키 불필요, 모델 다운로드 불필요(Edge=Azure, Chrome=Google 음성)

Browser Web Speech dictation for the Composer: recognition needs no dedicated ASR server, key, or model download; reuses Session text and a configured DSH model for contextual phrase hints and optional transcript polishing.

Enhanced SSH ops: connectivity testing, remote ls, ssh-config import, known_hosts fingerprint checks and multi-host exec.

Multi-server SSH terminal panel for the DSH Web GUI: floating terminal window with tabs, side-by-side groups, broadcast, host-owned persistent sessions, and password/private-key/SSH-agent auth.

Agent2Agent protocol v1.0 for DSH: run a standard A2A server to let other agents call this instance, connect to remote A2A agents as clients, and manage both from a visual settings page.

ServerChan3 (Server酱) push notifications when a turn finishes — title, model, project directory, git branch, status and a reply excerpt, with subagent filtering and fire-and-forget delivery.

Native A2A (Agent-to-Agent) server for dsh: expose this dsh as a callable agent over HTTP with JSON-RPC tasks.

Enable/disable MCP servers directly from DSH Settings: a 'MCP Servers' page that stops/starts each @deepseek-ai/dsh-mcp-client connection live and persists the change across restarts.

DeepSeek Harness SSH plugin for AI remote development: run commands and read, write, or browse files on Linux and Windows servers.

FriendliAI serverless LLM adapter for DeepSeek Harness — OpenAI-compatible chat completions with dynamic model discovery and reasoning support