MCP servers and skills: search, filter by where they run, and compare.
Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud',
OfficialSkillMIT★ 40k in collectionNo key
Guides users through discovering their database requirements, recommends a Google Cloud database based on a recommendation matrix, and assists in database creation. Use when a user asks 'What database
OfficialSkillApache-2.0★ 21k in collectionNo key
Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents. Use when architecting multi-cloud storage infrastructure (Cloud Storage
OfficialSkillApache-2.0★ 21k in collectionNo key
Scaffolds an xUnit integration test project targeting Oracle in .NET solutions. Creates the test project, transaction-rollback base class, and seed data manager. Use only during Phase 3, before writin
OfficialSkillMIT★ 40k in collectionNo key
Guides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant isolation', 'dedicated shards', or reports tenant performance issues. Also use w
OfficialSkillMIT★ 40k in collectionNo key
Migrate, modernize, and upgrade codebases to AWS. Run analysis on repos for tech debt, security vulnerabilities, and modernization opportunities. Transforms .NET Framework to .NET 8/10, mainframe COBO
OfficialSkillApache-2.0★ 918 in collectionNo key
Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud',
OfficialSkillApache-2.0★ 256 in collectionNo key
Guides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant isolation', 'dedicated shards', or reports tenant performance issues. Also use w
OfficialSkillApache-2.0★ 256 in collectionNo key
Setting up and running Qdrant Hybrid Cloud on your own Kubernetes cluster (managed, on-prem, or edge): prerequisites, storage/CSI and backups, installing the Qdrant Cloud agent and operator, creating/
OfficialSkillApache-2.0★ 256 in collectionNo key
Isolated databases for every AI agent branch. Build, test, and migrate in parallel. Production stays untouched.
SkillMIT★ 15No key
An operator desk for self-updating agent skills. track sources, refresh with agents, version every change. Built with Vercel AI Gateway + Sandboxes + Queues.
SkillMIT★ 18No key
Open-source alternative to LangGraph Platform for TypeScript — self-host your LangGraph.js agents behind the standard Agent Protocol API. Your infra, your Postgres, no vendor lock-in. Drop-in for the
SkillApache-2.0★ 16No key
SQL Server performance tuning skills for LLMs — 829 checks across 26 skills covering T-SQL, execution plans, wait stats, deadlocks, Query Store, indexes, encryption, Always On AG, WSFC, ERRORLOG, SPN,
SkillMIT★ 9No key
Official AI Agent skills for building with Zvec vector database
SkillApache-2.0★ 21No key
A local-first, evidence-backed memory skill that helps AI agents remember people with context, privacy, and restraint.
SkillMIT★ 3Few starsNo key
Discovers requirements and generates architectural, design, and deployment guidance for dynamic hybrid search systems by combining semantic search and keyword search. Optimized for AlloyDB hybrid sear
OfficialSkillApache-2.0★ 21k in collectionNo key
Curated Agent Skills for Microsoft & Azure – giving AI coding assistants structured, real-time expertise from Microsoft Learn docs.
SkillCC-BY-4.0★ 782No key
Portable SKILL.md library for Claude Code, Codex-compatible agents, BACH, and local-first LLM workflows
SkillMIT★ 8No key
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