Spaces:
Running
Running
mindchain
commited on
Commit
·
d883c13
1
Parent(s):
8b46d3f
Add Docker MCP Server as component 2, Gemma Scope as 6 - now 7 components
Browse files- index.html +27 -16
index.html
CHANGED
|
@@ -80,21 +80,33 @@
|
|
| 80 |
<div class="post">
|
| 81 |
<span class="tag">HuggingFace MCP</span>
|
| 82 |
<h2>🐋 Docker Dynamic MCP + HuggingFace</h2>
|
| 83 |
-
<div class="date">30. Dez 2025 •
|
| 84 |
-
<div class="content"><strong>
|
| 85 |
|
| 86 |
-
<strong>1. Docker Dynamic MCP</strong> (Infrastructure)
|
| 87 |
Das Gateway macht alle Tools on-demand verfügbar - ohne Context-Overhead.
|
| 88 |
<a href="https://docs.docker.com/ai/mcp-catalog-and-toolkit/dynamic-mcp/" class="link">Docker Dynamic MCP Docs</a>
|
|
|
|
|
|
|
|
|
|
| 89 |
|
| 90 |
-
<strong>2.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 91 |
HuggingFace Skills für Model-Training und Publish-Workflows.
|
| 92 |
<a href="https://github.com/huggingface/skills" class="link">GitHub: huggingface/skills</a>
|
| 93 |
<a href="https://huggingface.co/blog/hf-skills-training" class="link">Blog Post: HF Skills Training</a>
|
| 94 |
• SFT, DPO, GRPO Training auf HF Jobs
|
| 95 |
• Papers veröffentlichen, Datasets erstellen, Evaluations
|
| 96 |
|
| 97 |
-
<strong>
|
| 98 |
OpenAI Codex direkt in Claude Code für Code-Workflows.
|
| 99 |
<a href="https://github.com/huggingface/skills" class="link">GitHub: huggingface/skills</a>
|
| 100 |
<a href="https://huggingface.co/blog/hf-skills-training-codex" class="link">Blog Post: HF Codex Integration</a>
|
|
@@ -102,7 +114,7 @@ OpenAI Codex direkt in Claude Code für Code-Workflows.
|
|
| 102 |
• Bug-Finding und Fixing, Refactoring
|
| 103 |
• Dokumentation schreiben, Unit-Tests erstellen
|
| 104 |
|
| 105 |
-
<strong>
|
| 106 |
Git-backed graph issue tracker für AI Agents.
|
| 107 |
<a href="https://github.com/steveyegge/beads" class="link">GitHub: steveyegge/beads</a>
|
| 108 |
• Persistenter Graph-Speicher für LLM Tasks
|
|
@@ -110,22 +122,21 @@ Git-backed graph issue tracker für AI Agents.
|
|
| 110 |
• Hash-basierte IDs vermeiden Konflikte
|
| 111 |
• Git-backed - alle Tasks sind versioniert
|
| 112 |
|
| 113 |
-
<strong>
|
| 114 |
-
|
| 115 |
-
<a href="https://
|
| 116 |
-
•
|
| 117 |
-
•
|
| 118 |
-
•
|
| 119 |
-
• GPU-Container für ML Workloads
|
| 120 |
|
| 121 |
-
<strong>
|
| 122 |
-
Du kannst eigene MCP Skills erstellen und ins Docker Dynamic MCP integrieren.
|
| 123 |
<a href="https://docs.docker.com/ai/mcp-catalog-and-toolkit/authoring/" class="link">Docker MCP Authoring Docs</a>
|
| 124 |
• Eigene Tools schreiben und publishen
|
| 125 |
• Skills im MCP Catalog teilen
|
| 126 |
• On-demand für andere verfügbar machen
|
| 127 |
|
| 128 |
-
<strong>Die Kombination:</strong>
|
| 129 |
|
| 130 |
Plus im Gateway: GitHub, Sentry, Z-Image, Web-Search, Browser Automation
|
| 131 |
|
|
|
|
| 80 |
<div class="post">
|
| 81 |
<span class="tag">HuggingFace MCP</span>
|
| 82 |
<h2>🐋 Docker Dynamic MCP + HuggingFace</h2>
|
| 83 |
+
<div class="date">30. Dez 2025 • Sieben Komponenten, ein Ökosystem</div>
|
| 84 |
+
<div class="content"><strong>Sieben Dinge kommen hier zusammen:</strong>
|
| 85 |
|
| 86 |
+
<strong>1. Docker Dynamic MCP Gateway</strong> (Infrastructure)
|
| 87 |
Das Gateway macht alle Tools on-demand verfügbar - ohne Context-Overhead.
|
| 88 |
<a href="https://docs.docker.com/ai/mcp-catalog-and-toolkit/dynamic-mcp/" class="link">Docker Dynamic MCP Docs</a>
|
| 89 |
+
• 272+ MCP Server im Catalog
|
| 90 |
+
• On-demand Activation ohne Token-Overhead
|
| 91 |
+
• Zentraler Registry für alle MCP Tools
|
| 92 |
|
| 93 |
+
<strong>2. Docker MCP Server</strong> (Standard im Gateway)
|
| 94 |
+
Docker-Befehle direkt als MCP Tools - vollständige Container-Steuerung.
|
| 95 |
+
<a href="https://docs.docker.com/ai/mcp-catalog-and-toolkit/server-docker/" class="link">Docker MCP Server Docs</a>
|
| 96 |
+
• Container starten, stoppen, verwalten
|
| 97 |
+
• Images bauen, pullen, pushen
|
| 98 |
+
• Docker Compose, Volumes, Networks
|
| 99 |
+
• GPU-Container für ML Workloads
|
| 100 |
+
• <span style="color: #667eea;">Standardmäßig im Gateway aktiviert!</span>
|
| 101 |
+
|
| 102 |
+
<strong>3. Claude Code Skills</strong> (HF Model Training)
|
| 103 |
HuggingFace Skills für Model-Training und Publish-Workflows.
|
| 104 |
<a href="https://github.com/huggingface/skills" class="link">GitHub: huggingface/skills</a>
|
| 105 |
<a href="https://huggingface.co/blog/hf-skills-training" class="link">Blog Post: HF Skills Training</a>
|
| 106 |
• SFT, DPO, GRPO Training auf HF Jobs
|
| 107 |
• Papers veröffentlichen, Datasets erstellen, Evaluations
|
| 108 |
|
| 109 |
+
<strong>4. OpenAI Codex Skills</strong> (Code Generation)
|
| 110 |
OpenAI Codex direkt in Claude Code für Code-Workflows.
|
| 111 |
<a href="https://github.com/huggingface/skills" class="link">GitHub: huggingface/skills</a>
|
| 112 |
<a href="https://huggingface.co/blog/hf-skills-training-codex" class="link">Blog Post: HF Codex Integration</a>
|
|
|
|
| 114 |
• Bug-Finding und Fixing, Refactoring
|
| 115 |
• Dokumentation schreiben, Unit-Tests erstellen
|
| 116 |
|
| 117 |
+
<strong>5. Beads</strong> (AI Task-Tracking)
|
| 118 |
Git-backed graph issue tracker für AI Agents.
|
| 119 |
<a href="https://github.com/steveyegge/beads" class="link">GitHub: steveyegge/beads</a>
|
| 120 |
• Persistenter Graph-Speicher für LLM Tasks
|
|
|
|
| 122 |
• Hash-basierte IDs vermeiden Konflikte
|
| 123 |
• Git-backed - alle Tasks sind versioniert
|
| 124 |
|
| 125 |
+
<strong>6. Gemma Scope 2 + Neuronpedia</strong> (Interpretability)
|
| 126 |
+
Mechanistic Interpretability für transparentes Agent-Training.
|
| 127 |
+
<a href="https://www.neuronpedia.org/gemma-scope-2" class="link">neuronpedia.org/gemma-scope-2</a>
|
| 128 |
+
• Discovery: Wichtige Neuronen/Circuits finden
|
| 129 |
+
• Steering: Agent-Verhalten aktiv beeinflussen
|
| 130 |
+
• Freezing: Gelernte Patterns fixieren
|
|
|
|
| 131 |
|
| 132 |
+
<strong>7. Custom MCP Skills</strong> (Eigene erstellen)
|
| 133 |
+
Du kannst eigene MCP Skills erstellen und ins Docker Dynamic MCP Gateway integrieren.
|
| 134 |
<a href="https://docs.docker.com/ai/mcp-catalog-and-toolkit/authoring/" class="link">Docker MCP Authoring Docs</a>
|
| 135 |
• Eigene Tools schreiben und publishen
|
| 136 |
• Skills im MCP Catalog teilen
|
| 137 |
• On-demand für andere verfügbar machen
|
| 138 |
|
| 139 |
+
<strong>Die Kombination:</strong> Gateway liefert Infrastruktur + Catalog (272+ Server), Docker MCP ist Standard, HuggingFace/Codex liefern AI-Fähigkeiten, Beads tracked Tasks, Gemma Scope macht Training transparent, Custom Skills erweitern das Ökosystem.
|
| 140 |
|
| 141 |
Plus im Gateway: GitHub, Sentry, Z-Image, Web-Search, Browser Automation
|
| 142 |
|