The "mcp" topic on GitHub groups 338 open-source projects in the DeepSeek Harness (DSH) ecosystem, led by graphify with 117.1k GitHub stars. graphify — Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. Every project here is indexed by DSH Universe with live GitHub data — stars, activity and install status — so you can compare and install directly.
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,115+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
🦸 AI coding superpowers · Chinese enhanced edition — superpowers (250k+ ⭐) fully localized + 4 original Chinese skills, making 26 AI coding tools such as Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI / Qoder actually get work done
✨ All your agents and workspaces in one place, on every device you own. Track tasks on a board, accessible from desktop, mobile, browser, or API. Self-hosted.
Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.
A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw
AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie developers, app marketers, and growth teams who want Cursor, Claude Code, or any Agent Skills-compatible AI assistant to help with keyword research, metadata optimization, competitor analysis, and app growth.
1098 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — from PRDs and postmortems to appealing a disability benefit, building a go-bag, and settling into a new country. Plain-markdown, MIT, in Anthropic's official plugin directory. Free in-browser or 'npx pm-claude-skills add'.
48 free Claude marketing skills (Google Ads, Meta Ads, SEO, AI visibility) + Ryze MCP: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
An IOS Simulator Skill for ClaudeCode. Use it to optimise Claude's ability to build, run and interact with your apps, and to proxy xcodebuild to save token and context wastage.
Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, Management World, Economic Research Journal & 200+ more — your fast track to getting published. | Claude Code/Codex journal skill packs covering mainstream journals, from topic selection and identification strategy to table formatting and reviewer responses—the full workflow helps you publish papers quickly.
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude subscriptions and any harness.
For You Agent — your personal portable digital persona for the AI era. Bring your models, AI accounts, skills, prompts and ways of working into every AI tool.
Stack-agnostic Claude Skills covering the full website lifecycle: brand, design, content, SEO, dev, ops, growth, and research. Build, ship, audit, optimize.
Open-source SEO + GEO skills for Claude on your real GSC/GA4/ads data. Free MCP: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
TickDB: AI-native real time stock API and market data API for US stocks, HK stocks, A-shares, forex, crypto, indices and commodities. Skill, CLI, MCP, REST API and WebSocket. AI-native real-time stock API and financial market data API, supporting US stocks, HK stocks, A-shares, forex, crypto, indices and commodities.
Search your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one local Go binary.
Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, Copilot, Windsurf, and more.
Open-source AI-employee solution for GEO · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.
📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org
嘉立创EDA专业版(EasyEDA Pro)自动化:给 AI harness 装上画板的「手」—— 一套 typed 原理图/PCB 动作,CLI / Agent Skill / stdio MCP 三形态融合接入。承接嘉立创「不以卖板赚钱,以培养中国工程师为己任」 | EasyEDA Pro automation: the hands of your AI harness — typed schematic/PCB actions via CLI, Agent Skill and stdio MCP.
11 Claude skills for SEO: page audits, linkbuilding, article writing, E-E-A-T audits, semantic gap analysis, link building. Methodology from Koray Tuğberk, Kyle Roof, and Lily Ray, plus a generation-time anti-AI-slop ruleset. Production-tested at InhouseSEO
Desktop automation MCP server — computer use for any AI agent: control screen, windows, mouse/keyboard, and Chrome via Model Context Protocol (stdio). Not a DSH plugin — DSH users install dsh-nuphus-mcp.
DeepSeek Harness (DSH) plugin: a live iOS Simulator — and a USB-connected iPhone — inside the conversation. 22 agent tools for booting, building, driving the UI by accessibility identity, OCR text or list rows, plus a streaming sidebar panel you can tap and drag on.
A curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators & UIs for DeepSeek Harness (DSH). Visualization · PPT · Coding · Agents · Loops (auto-research) and more. #dsh
DeepSeek Harness plugin for Android — build, run, and interact with a live emulator or USB device stream inside a conversation, driven entirely through adb.
DeepSeek Harness (DSH) plugin: dispatch work to DSH agents from Claude Code / Codex — native subagent progress, in-host worker sessions with per-tier presets, and a multimodal bridge that lends the text-only harness vision and image generation.
MCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settings MCP tab with server CRUD (approval-gated writes, automatic backups) and a tool trial console over the official tool pipeline (Apache-2.0, dsh-plugin).
Claude Code skill plugin: drive Blender 5.x like a senior 3D artist via natural language. 10 chain-loadable skills (modeling, materials, lighting, cameras, rendering, animation, export, wireframe-to-3d, pro-workflow). Validated on 6 scene classes.
sofagent is an open-source FDE Harness for AI coding agents — on entry, write your business judgment into files (workflows, ontology, AI nodes); after departure, audit every change against them. 25 codified audit rules, tamper-evident chain, snapshots, and an MCP toolset (104 tools, 11 plugins). Everything can be FDEing.
Oh My Tianshu is built on dsh harness with a TDD workflow, cross-session memory, verification gates, agent routing, semantic + graph code retrieval, file rollback and a full-screen terminal UI — all assembled as plugins. It is a friendly MIT fork of DeepSeek Harness, keeping the upstream everything-is-a-plugin architecture, and an independent release that reworks and merges the core components of Tianshu harness.
One-click setup of MCP, Skills and rules for all kinds of AI Agent tools; supports Claude Code, Codex, DeepSeek Harness, OpenCode, Cursor, Gemini CLI, Qwen Code and more. One-click local setup for MCP servers, skills, and rules across AI coding agents.
AI-native intelligent crawler and JavaScript reverse-engineering platform, based on DSH, Patchright/CDP, and an independent semantic runtime, recovering parameter-generation logic from browser evidence and delivering verifiable Solvers. | AI-native web scraping and JavaScript reverse-engineering platform powered by DSH, Patchright/CDP, and an independent semantic runtime—from browser evidence to recovered parameter-generation logic and verifiable Solvers.
DSH (DeepSeek Harness) plugin that launches and drives a running Godot 4.x game through its in-game TCP interaction server — replaces the godot-mcp MCP server with native agent tools.
Use DeepSeek's official multimodal vision model so your Agent is no longer blind (supports DSH, Zed, OpenCode, Codex, Claude Code, Cursor, Claude Desktop)
Have to edit config and restart to add MCP? DeepSeek Harness (DSH) plugin Skill Config solves it: paste JSON on the Settings page to connect to MCP servers, hot-load without restart; upload zip/.skill to auto-detect SKILL.md, create/edit/start-stop skills, click to use
OOMOL Connector for DeepSeek Harness—discover connected apps and execute Actions through progressive MCP discovery without exposing provider credentials.
Caller-side bridge from Codex and other agent frameworks to DeepSeek Harness, with observable sessions, follow-up, cancellation, and human-gated approvals.
DeepSeek Harness plugin for Fly.io Sprites. It gives AI agents persistent Linux computers with hardware isolation for building, testing, and deploying software.
Check Agent Skills before reuse: find missing local resources in browser or CI, review pinned examples, and serve skills through DeepSeek Harness or MCP.
DeepSeek Harness plugin: see what your agent can actually reach — skills, MCP servers, system tools with true in-context state, and per-session / per-preset switches
DeepSeek Harness general-purpose MCP connector, connection management and extension marketplace: connect MCP Servers, discover tools and Prompts, extend AI skills; supports OAuth/PKCE, API Key, JSON import. Initiated and maintained by the Qichacha (QCC) team. General-purpose MCP connector, connection manager, plugin, extension and integration marketplace.
Curated, verified MCP server bundle for DeepSeek Harness (dsh): one install brings demo, memory, filesystem, GitHub, Playwright and remote HTTP MCP servers, with a connectivity verifier and CI checks.
DeepSeek Harness MCP tool search for large catalogs: 1,000 MCP tools behind 2 MCP-facing schemas, exact-schema calls, allow/deny controls, and a local calculator.
MCP / Skill / memory management tool for DeepSeek Harness (dsh): connection self-check before writing, no write if it can't connect; one-click migration from Claude Code / Codex; installs as a dsh plugin, operated via the /mcp command and cards in Web.
DSH plugin: scan other AI agents (Codex, Claude Code, cc-switch, Hermes, opencode, Gemini, Grok, Kimi, CodeBuddy, Trae, OpenClaw, Qoder, WorkBuddy, Cursor, ...) and one-click sync their MCP servers and skills into DSH.
Lazy MCP gateway for DeepSeek Harness: one stable proxy tool instead of N tool schemas, servers connect on first use and idle out, metadata cached to disk.
Faithful control of your real, logged-in Chrome profiles: MCP server + MV3 extension + authenticated localhost bridge. No copied profiles, no debug profile, no remote-debugging port, no Edge.
SHOPLINE AI Toolkit for DeepSeek Harness (dsh-plugin): official SHOPLINE Developer MCP bridge + SHOPLINE agent skills, mirroring the Shopify AI Toolkit architecture. dsh-plugin
Chrome and Edge browser control for Pi, Codex and DSH. Drives your real browser profile, login state and tabs through an MV3 extension and a local loopback Bridge - native CDP, AX-first semantics, no separate browser.
Manage MCP servers on the DeepSeek Harness settings page: add/edit/enable/disable/reconnect/delete at runtime, live status, auto-reconnect, bilingual CN-EN UI. MCP server manager for DeepSeek Harness — add, edit, enable/disable, reconnect & delete MCP servers from the web settings page, with live status and auto-reconnect.
MCP Tools panel for the DeepSeek Harness Web GUI: every MCP server & tool in your session, grouped by server, with JSON schemas, live search and last-used times from real session logs.
Resilient multi-provider web search & content extraction for Claude Code, DeepSeek Harness, and any MCP host — quota-aware failover, JS rendering, and a CLI.
AiFP memory perception system | MCP service, one memory shared by all AIs. Chinese-oriented Agent perceptual memory, supporting narrative chains, semantic correction, perception chain graph diffusion. Compatible with all MCP clients such as DeepSeek‑Harness, Claude Code, Cursor, Codex; data stored entirely locally.
Plugin store + install assistant for DeepSeek Harness (dsh): browse the plugin catalog in the Web GUI, confirm installation with one click, and the agent installs it for you.
DeepSeek Harness plugin that does QA: an agent explores your app like a real user and leaves evidence, then the explored path is exported as a deterministic replay scenario you run every release. Orchestrates the browser, macOS desktop, iOS and Android drivers — never a false green.
The quality gate for agent-built web apps. Real-browser acceptance checks — CLI, MCP (Claude Code / Cursor / Copilot), GitHub Action. Agents self-test and pass; real browsers tell the truth.
Turn your coding agent into a data analyst — DuckDB engine, auto-profiling, read-only SQL, and Vega-Lite charts rendered inside the conversation. A DeepSeek Harness plugin + an MCP server for Claude Code / Codex / Cursor. Turn your coding agent into a data analyst
DeepSeek Harness (DSH) GitHub integration plugin: after one-time authentication (GITHUB_TOKEN or OAuth Device Flow), the model can directly call 45 github_* tools to create repos, push, open PRs, manage issues, search code, etc.; routine reads and writes pass straight through, dangerous operations (delete/force push/merge PR/close issue) keep an approval gate; token is stored in the DSH credentials service and never logged. Benchmarked against opencode GitHub MCP.
dsh plugin: register codex-web-search-mcp (model-independent OpenAI Codex / Grok web search & deep research MCP server) as a native dsh MCP tool set (mcp__codex-web-search__*).
Windows desktop UI context picker for AI agents: select windows, UI elements, or screen regions with hover highlighting, UI Automation, screenshots, local OCR, and user-approved MCP output. Works with OpenAI Codex, DeepSeek Harness, and other MCP-compatible clients.
Zero-dependency MCP stdio server template + ready-to-use A-share data tools for DeepSeek Harness (dsh). No API key, all env-var paths, standard NDJSON protocol.
Per-project MCP loading for DeepSeek Harness: drop a .dsh/mcp.json into a project and its sessions get the MCP servers' tools automatically — with live config reload. Client bridge, not an MCP server.
DeepSeek Harness plugin for local image / voice / music / SFX generation: the same character stays the same character across calls, degenerate output is refused rather than returned, and the GPU is untouched when idle. Hand the image half to any OpenAI-shaped API instead and its engine and 10.1 GiB of weights are never installed.
DeepSeek Harness bundle: article-level Chinese accounting standards (CAS / ASSE) and tax law lookup, plus a skill that keeps citations anchored to source articles.
DeepSeek Harness development forge: approval guard, dev Skills, GitHub/browser capabilities and Token Watch consumption supervision — install and get to work.
Qwen-MM-Plugins integration plugin for DeepSeek Harness: 12 multimodal MCP tools (vision/OCR/grounding/ASR/audio-video), Web settings page (paste Qwen API Key and go), built-in skills and one-click installer
DSH plugin: expose a local MCP server to remote agents via outbound-only tunnel (mcp-proxy + cloudflared Quick Tunnel) and register the public URL into dsh-mcp-client
Capability library (Capability) — one-stop visual management of DSH Skills & MCP: on-demand MCP loading, in-session hot reload, and SKILL/MCP descriptions viewable in the plugin.
DeepSeek Harness plugin: give your agent a browser with a persistent identity - engine-level fingerprint spoofing, unlimited free local profiles, Android device emulation, passkeys that survive, and residential proxy egress.
DeepSeek Harness plugin: exposes DSH's dynamic Cordis toolset (inspect/define/run/stop/undefine) to Claude Code via MCP. The endpoint enforces authentication; token can be configured in the DSH settings page.
Football data MCP Server for Claude, Codex, Cursor and DeepSeek Harness, supporting 18 European leagues, 8 cups, plus match, standings, head-to-head, odds and recent form queries.
A teammate posts one Slack message. Your AI assistant reads it, believes it, and hands over your keys through a link preview — nothing shows in the channel. Three plugins for the dsh agent harness stop the message before it leaves. Live demo you can run: real detectors, a real model as the victim.
IsingQ toolkit for MCP and DeepSeek Harness: guided QUBO modeling, local validation, and user-confirmed solving. QUBO modeling and IsingQ solving toolkit for MCP and native Agents.
DeepSeek Harness bundle: adds AI NetCafé's hosted outcome tools (statement extraction with reconciliation, SQL dialect transpile, mainland-China reachability, cross-session memory, scheduled agents) to your dsh profile in one install.
Skill & MCP center for DeepSeek Harness: manage skills and MCP servers in Settings, live MCP status in the sidebar · Skill & MCP center: manage skills and MCP servers in Settings, live status in the sidebar
MCP Apps Host plugin for DeepSeek Harness: renders interactive HTML cards from MCP _meta.ui in sandboxed iframes, bridges postMessage to MCP tools/call and resources/read
MCP server configuration UI plugin for DeepSeek Harness (made in DeepSeek Harness) MCP server configuration UI plugin for DeepSeek Harness(made in DeepSeek Harness)
Publish HTML from DeepSeek Harness to a private, live URL. No account for the viewer, unguessable links, replace in place. DSH plugin (Cordis overlay) for the Stacktree MCP server.
dsh plugin: Settings > MCP service management page for DeepSeek Harness (DSH). List/add/edit/delete MCP servers registered in cordis.patch.yml and run a real MCP initialize connection handshake per server.
三合一工具台 · Skills / MCP / CLI 管理器:一个设置页统一管理 DeepSeek Harness(dsh)agent 的三类工具,MCP 走真实连接。 / Skills, MCP and CLI manager for the DeepSeek Harness (dsh) web GUI — one page, real connections.
DSH WeChat bridge plugin | DeepSeek Harness WeChat bridge plugin: connect mobile WeChat (Tencent's official iLink/ClawBot protocol) to the DSH AI assistant — streaming replies, QR login, session persistence, cron jobs, web fetch (MCP). Connect WeChat to DeepSeek Harness AI via Tencent's official iLink/ClawBot protocol: streaming replies, QR login, cron jobs, web fetch (MCP).
Cross-ecosystem aggregation base (aggregation of aggregations): syncs GitHub dsh-plugin topic + npm into one open JSON index, queried by model tools, CLI (dsh-feed) and a minimal stdio MCP server
Container-deployable agent harness on DeepSeek Harness — multi-provider routing, plugin-extensible personas and skills, local OpenTelemetry tracing and cost attribution.
Local document RAG retrieval MCP server for DeepSeek Harness — agents search your local .md/.txt docs with source citations. 100% local (fastembed + Chroma), no API keys.
Run live iOS simulators and your real iPhone over USB inside DeepSeek Harness conversations with 22 agent tools, MJPEG previews, and SwiftUI hot reload.
Adversarial review for code, MCP configs and system prompts: every finding carries a repro path and confidence, and anything unreproducible is marked suspected rather than presented as confirmed.
Pre-commit polish for coding agents: strict code review with concrete fixes, test-case generation, plus README, changelog and commit-message drafting before you ship.
Interrogate a product idea instead of praising it: YC-style six forcing questions, a multi-persona panel allowed to disagree, and the narrowest two-week wedge with a numeric pass/fail test.
DeepSeek Harness bundle that exposes Model Context Protocol (MCP) servers as native tools, with a settings UI, live status, auto-reconnect, and backup/restore via local files or WebDAV.
codebuddy-first bridge for DeepSeek Harness (DSH): dispatch real work to the local codebuddy CLI first in every mode, with fallback dialog, live status light, token usage accounting, and a zero-dependency MCP server
MCP management tab for the Web Plugins settings: list, add, edit, enable/disable, and remove @deepseek-ai/dsh-mcp-client rows in the profile's cordis.patch.yml through a same-origin /mcp-manager JSON API, with live loader phases and registered mcp__* tools.
A community-built marketplace and resource manager for DeepSeek Harness, featuring plugins, skills, MCP servers, slash commands, and prompts. Work in progress.
A dsh plugin that periodically scans reddapi.dev for new Reddit leads matching your one-sentence ICP, dedupes what you've already seen, and writes a dated markdown report. Also forwards 6 read-only Reddit search/lookup MCP tools.
Digital growth and commerce harness. Grow your brand and transact agent to agent. Monetize your repo or skill via Robauto or let the agent grow your site traffic. Deepseek harness plugin, works with MetaAI, Copilot, Grok, Claude, Google, Bing, Hubspot and Perplexity agents.
Local Pillow image processing MCP: 12 tools (info/resize/crop/convert/compress/rotate/flip/thumbnail/watermark/effects/placeholder/overlay), offline and zero-cost, connected to DSH via dsh-mcp-client. Local Pillow image MCP with 12 tools for DeepSeek Harness, offline & free. | Platforms: macOS/Windows/Linux (Python+Pillow)
Resident agent entity for DeepSeek Harness: bots that live outside any session, with file-based memory you can open and edit, a task queue, an approval gate, and an optional background executor. Ships no platform integrations.
Frontline AI engineering scaffold: one-command pull of all skills/hooks/rules/specs/MCP/CLI|One-command AI engineering scaffold, aggregates a full agent asset stack (DSH-compatible)
Claude Code plugin that unlocks full-power We need reasoning chains in DeepSeek Pro models: turn-aware DSH minimal simulation (official one-line persona + Bash/Edit pair on decision turns, full MCP tools + DSH persona on execution turns). Works with cc-haha.
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.
AI agent skills + MCP hub for DeepSeek Harness (dsh) & Claude Code — one console fronts every MCP server with ~4 meta tools, zero-config hybrid search, cross-agent skill installs. MIT.
DeepSeek Harness plugin for macOS desktop automation. Observes the accessibility tree, gates risky actions behind one-time approval, permanently refuses secure fields, and returns bounded visual evidence — through a native helper you build and grant locally.