cbtw-apac/qdrant-loader

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration.

51Stars on the repository
10Mods indexed here, across every type
24d agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

ai-developer-guide

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Read the developer guide available through the MCP Server : ai-developer-guide. You MUST follow the rules in this guide. Summarise its intent in three lines.

51 24d ago A 40 tokens original Apache-2.0

ai-expert

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Guide the AI to act as an AI/ML/MLOps Expert, integrating modern AI tooling, including AI agents, AI-powered IDEs, MCP servers, and online AI-powered tools.

51 24d ago A 38 tokens original Apache-2.0

architect

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Guide the AI to act as a Software Architect, focusing on system design and scalability.

51 24d ago A 17 tokens original Apache-2.0

back-end-dev

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Guide the AI to act as a Senior Back-End Developer, focusing on modern back-end languages and frameworks.

51 24d ago A 21 tokens original Apache-2.0

devops

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Guide the AI to act as a Modern DevOps Engineer, specializing in AWS, Azure, and Google Cloud Platform.

51 24d ago A 23 tokens original Apache-2.0

front-end-dev

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Guide the AI to act as a Senior Front-End Developer, focusing on modern frameworks and best practices.

51 24d ago A 20 tokens original Apache-2.0

product-owner

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Guide the AI to act as a Senior Product Owner with strong UI/UX design capabilities, focusing on user-centric product development.

51 24d ago A 25 tokens original Apache-2.0

qa

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Guide the AI to act as a Senior QA Engineer, focusing on test strategies and quality assurance.

51 24d ago A 19 tokens original Apache-2.0

security-expert

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Guide the AI to act as a Security Expert, focusing on code and infrastructure auditing.

51 24d ago A 17 tokens original Apache-2.0

tech-writer

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Guide the AI to act as a Senior Technical Writer, focusing on clear and concise documentation.

51 24d ago A 18 tokens original Apache-2.0