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mcp
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design
2

marp-image-generator

Generate optimized images for Marp slides using Playwright MCP with theme-matching color palettes and guideline-compliant sizes

Ryunosuke-Tanaka-sti
Ryunosuke-Tanaka-sti
content-media
open
documents
2

fixing-transcriptions

とまだの文字起こし・音声入力(Whisper等)の誤変換・誤字脱字を自動修正するスキル。AI駆動開発、Claude Code、MCP、プログラミング用語の誤変換を専門的に修正。「文字起こしを修正」「誤変換を直して」「誤字脱字を修正」「音声入力を整理」「テキストをクリーンアップ」「変換ミスを直して」と言われたときに使用。Obsidianノートの文字起こし整理、技術用語の表記統一に最適。Use PROACTIVELY when fixing transcriptions, correcting voice input errors, or cleaning up Whisper output.

tomada1114
tomada1114
content-media
open
productivity-tools
2

moai-docs-validation

Enhanced docs validation with AI-powered features. Enhanced with Context7 MCP for up-to-date documentation.

AJBcoding
AJBcoding
tools
open
machine-learning
2

databricks-ml-pipeline

End-to-end machine learning pipelines on Databricks including data exploration, feature engineering, model training with hyperparameter optimization, MLflow experiment tracking, model registration to Unity Catalog, and deployment as DABs. Use when building ML workflows, training models, or deploying ML pipelines.

databricks-solutions
databricks-solutions
data-ai
open
data-engineering
2

pulse-mcp-stream

Layer 1 Real-Time Social Stream Monitoring via MCP with DuckDB persistence

plurigrid
plurigrid
data-ai
open
productivity-tools
2

databricks-unity-catalog

Manage Unity Catalog resources including catalogs, schemas, and tables. Handles discovery, creation, updates, and deletions with proper naming conventions and governance. Use when exploring catalogs, creating schemas, managing tables, or setting up data governance.

databricks-solutions
databricks-solutions
tools
open
scripting
2

databricks-testing

Execute code on Databricks clusters using MCP Command Execution API. Supports stateless quick validation and stateful iterative development. Use when testing Python/SQL code on clusters, debugging pipelines, or validating transformations.

databricks-solutions
databricks-solutions
development
open
data-engineering
2

say-ducklake-xor

Parallel thread/DuckLake discovery with XOR uniqueness from gay_seed. Finds "say" or MCP usage, cross-refs with all DuckDB sources, launches bounded parallel ops.

plurigrid
plurigrid
data-ai
open
cloud
2

databricks-bundle-deploy

Package and deploy Databricks Asset Bundles with proper parameterization, multi-environment support, and serverless compute. Handles project structure, databricks.yml generation, validation, and deployment. Use when packaging tested code for production, deploying pipelines, or managing multi-environment deployments.

databricks-solutions
databricks-solutions
devops
open
cicd
2

databricks-data-engineering

Production data engineering pipelines following medallion architecture (Bronze/Silver/Gold layers) with data ingestion, transformation, quality checks, Delta Lake optimization, and orchestration. Use when building ETL pipelines, medallion architecture, data lakes, or data transformation workflows.

databricks-solutions
databricks-solutions
devops
open
system-admin
2

hooks-automation

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.

bjpl
bjpl
tools
open
knowledge-base
2

spellbook-auditing

Meta-audit skill for spellbook development. Spawns parallel subagents to factcheck docs, optimize instructions, find token savings, and identify MCP candidates. Produces actionable report.

axiomantic
axiomantic
documentation
open
productivity-tools
2

ms-agent-framework-docs

Local Microsoft Agent Framework documentation reference. Use when asked about Microsoft Agent Framework, building AI agents in .NET or Python, MCP servers/clients, durable agents, agent tools, Teams/WebChat adapters, or agent-to-agent communication.

JokeJason
JokeJason
tools
open
llm-ai
2

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

timequity
timequity
data-ai
open
ide-plugins
2

vectorcode-semantic-search

Semantic code search with VectorCode using embeddings for finding code by meaning, not just keywords. Use when searching for code patterns, similar implementations, concept-based search, or when keyword search fails. Automatically available via MCP.

laurigates
laurigates
tools
open
llm-ai
2

claude-restart-resume

Quick restart to reload configuration changes (skills, settings, hooks, MCP services). Use PROACTIVELY after modifying .claude/ files. Preserves conversation history.

ManuelKugelmann
ManuelKugelmann
data-ai
open
llm-ai
2

superclaude-prompt-generator

Expert SuperClaude prompt engineering assistant that analyzes user needs and crafts optimal prompts using the full SuperClaude framework - commands, flags, personas, MCP servers, wave orchestration, parallel execution patterns, continuous execution directives, and the new PM Agent orchestration system with PDCA cycles and Serena memory integration.

arlenagreer
arlenagreer
data-ai
open
llm-ai
2

mcp-builder

LLM이 잘 설계된 도구를 통해 외부 서비스와 상호작용할 수 있게 하는 고품질 MCP(Model Context Protocol) 서버 생성 가이드. Python(FastMCP)이나 Node/TypeScript(MCP SDK)로 외부 API나 서비스를 통합하는 MCP 서버를 구축할 때 사용한다.

jo-minjun
jo-minjun
data-ai
open
llm-ai
2

ai-llm-development

MANDATORY invocation for ALL LLM-related work. Invoke immediately when: - ANY mention of model names, IDs, or versions - ANY configuration of AI providers or APIs - ANY defaults/constants for LLM settings - ANY prompt engineering or modification - ANY discussion of model capabilities or features - ANY changes to AI-related dependencies - Reading/writing .env files with AI config - Modifying aiProviders.ts, prompts.ts, or similar - Reviewing AI-related pull requests - Debugging LLM integration issues CRITICAL: Training data lags reality by months. ALWAYS research first. Use WebSearch, Exa MCP, or Gemini CLI before making ANY LLM decisions.

phrazzld
phrazzld
data-ai
open
productivity-tools
2

copilot-mcp-server

Direct access to GitHub Copilot MCP server tools for AI-powered development assistance

Aykahshi
Aykahshi
tools
open
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