MCP servers and skills: search, filter by where they run, and compare.
Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizonta
OfficialSkillMIT★ 40k in collectionNo key
Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or horizontal scaling', 'tenant scaling', 'time windo
OfficialSkillMIT★ 40k in collectionNo key
Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput or QPS', 'CPU is pegged / can't keep up with the request rate',
OfficialSkillApache-2.0★ 256 in collectionNo key
Diagnoses GKE HorizontalPodAutoscaler (HPA) failures — metrics showing as <unknown>, FailedGetResourceMetric / FailedGetScale / FailedComputeMetricsReplicas events, missing Pod resource requests, cust
OfficialSkillApache-2.0★ 21k in collectionNo key
Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how to add nodes', 'resharding', 'data doesn't fit',
OfficialSkillMIT★ 40k in collectionNo key
Kubernetes workload analyzer that generates actionable HPA/VPA/resource scaling recommendations using Prometheus metrics and kubectl data
SkillApache-2.0★ 3Few starsNo key
Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how to add nodes', 'resharding', 'data doesn't fit',
OfficialSkillApache-2.0★ 256 in collectionNo key
Use when the user wants to set up, scale, validate, or harden NVIDIA physical AI infrastructure for synthetic data generation workflows across local MicroK8s or Azure AKS, including Kubernetes cluster
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based data rotation', 'delete old data efficiently', 'social media fe
OfficialSkillMIT★ 40k in collectionNo key
Diagnoses GKE nodes reporting NotReady or Unknown status by inspecting node conditions, events, kubelet/containerd logs, and node metrics, then proposing safe remediations. Use when nodes show NotRead
OfficialSkillApache-2.0★ 21k in collectionNo key
Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based data rotation', 'delete old data efficiently', 'social media fe
OfficialSkillApache-2.0★ 256 in collectionNo key
Stand up Grafana Mimir for horizontally scalable, multi-tenant, long-term Prometheus + OTLP metrics storage. Covers monolithic / read-write / microservices deployment, S3 / GCS / Azure / filesystem bl
OfficialSkillApache-2.0★ 285 in collectionNo key
Silex is an online tool for visually creating static sites with dynamic data. With the free/libre spirit of internet, together.
SkillAGPL-3.0★ 3.0kNo key
Databricks Lakebase Postgres: projects, scaling, connectivity, Lakebase synced tables, and Data API. Use when asked about Lakebase databases, OLTP storage, or connecting apps to Postgres on Databricks
OfficialSkillLink only★ 347 in collection
Give any AI agent the ability to find, install, and use any MCP server on the fly. Multi-agent MCP server manager with dashboard UI.
GoMIT★ 1Few starsNo key
Intelligent Kubernetes scaler powered by Claude AI via MCP — monitors Prometheus metrics and auto-scales deployments in real time
SkillMITFew starsNo key
PyWry is a cross-platform app factory, rendering engine and UI toolkit for Python that produces native desktop, web, and notebook experiences from a single API.
SkillApache-2.0★ 99No key
Production-ready entrepreneurship skills for Claude Code — marketing, sales, operations, finance, and leadership. 24 skills built by a founder, for founders.
SkillMIT★ 84No key
11 go-to-market skills for AI and technical founders — positioning, pricing, partnerships, enterprise sales, PLG, AI GTM, and board communication.
SkillMIT★ 47No key
Blazing-fast multiverse data exploration 💨 — based on our Nature Energy 2025 publication
PythonBSD-3-Clause★ 4Few starsNo key
Turn a research paper into a 2-minute narrated explainer video with your coding agent: charts rebuilt from the numbers in the paper, synced voice-over and subtitles, 16:9 and phone cuts, rendered loca
SkillMIT★ 1Few starsNo key
Portable consulting skills for problem framing, interview evidence, pricing, strategy and execution, with worked examples and auditable tools.
SkillMIT★ 3Few starsNo key
A lightweight Asset Manager for Autodesk Maya, built with Python and PySide2. This tool helps you organize, browse, and manage shows and assets inside Maya projects with a simple UI.
SkillMIT★ 6No key
Deterministic AI writing pattern removal for Claude Code. 6-step mandatory pipeline with scoring gates, binary checklists, and zero-tolerance rules.
SkillMIT★ 3Few starsNo key
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