MCP Server

AIUseCaseHub

            io.github.flo7up/aiusecasehub
        

Data & Analytics Search & Research Public & reachable MCP 2025-11-25

What this MCP does

Searches and retrieves curated enterprise AI deployment use cases using text, filters, and semantic similarity.

get_usecase_details

Read an AI deployment case

Fetch detailed information for a single AI use case by RowKey/id.

Read only

Input schema

{'type': 'object', 'required': ['row_key'], 'properties': {'id': {'type': 'string', 'description': 'Alias for row_key.'}, 'row_key': {'type': 'string', 'description': 'The RowKey/id returned by search tools.'}}}

hybrid_search_usecases

Search AI deployments with filters

Search AI use cases with hybrid full-text and vector ranking. Supports provider, industry, geography, technology, customer, partner, and boolean case-type filters.

Read only

Input schema

{'type': 'object', 'required': ['query'], 'properties': {'isRag': {'type': 'boolean', 'description': 'Filter for retrieval-augmented generation deployments.'}, 'limit': {'type': 'integer', 'default': 10, 'maximum': 20, 'minimum': 1, 'description': 'Maximum results requested. Public previews return at most 3; personal-key access permits up to 20.'}, 'query': {'type': 'string', 'description': 'Natural-language query.'}, 'country': {'type': 'string', 'description': 'Filter by country code, for example US or GB.'}, 'isVoice': {'type': 'boolean', 'description': 'Filter for voice AI deployments.'}, 'industry': {'type': 'string', 'description': 'Filter by the deployment industry.'}, 'isAvatar': {'type': 'boolean', 'description': 'Filter for AI avatar deployments.'}, 'isVision': {'type': 'boolean', 'description': 'Filter for computer vision deployments.'}, 'isCopilot': {'type': 'boolean', 'description': 'Filter for copilot deployments.'}, 'isAgentCase': {'type': 'boolean', 'description': 'Filter for AI agent deployments.'}, 'isFineTuning': {'type': 'boolean', 'description': 'Filter for model fine-tuning deployments.'}, 'partner_name': {'type': 'string', 'description': 'Filter by implementation partner.'}, 'customer_name': {'type': 'string', 'description': 'Filter by the company adopting AI.'}, 'cloud_provider': {'type': 'string', 'description': 'Microsoft, AWS, GCP, or comma-separated values.'}, 'isMultiAgentCase': {'type': 'boolean', 'description': 'Filter for multi-agent deployments.'}, 'isMicrosoftFabric': {'type': 'boolean', 'description': 'Filter for Microsoft Fabric deployments.'}, 'technologies_used': {'type': 'string', 'description': 'Filter by technology name.'}, 'isSustainabilityCase': {'type': 'boolean', 'description': 'Filter for sustainability use cases.'}}}

search_usecases

Search enterprise AI deployments

Search curated AI use cases using the default hybrid ranking. Use this when an agent has a natural-language search term.

Read only

Input schema

{'type': 'object', 'required': ['search_term'], 'properties': {'limit': {'type': 'integer', 'default': 10, 'maximum': 20, 'minimum': 1, 'description': 'Maximum results requested. Public previews return at most 3; personal-key access permits up to 20.'}, 'query': {'type': 'string', 'description': 'Alias for search_term.'}, 'search_term': {'type': 'string', 'description': 'Natural-language search term.'}}}

vector_search_usecases

Find semantically similar AI deployments

Semantic vector search for AI use cases using the meaning of the query text.

Read only

Input schema

{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'default': 10, 'maximum': 20, 'minimum': 1, 'description': 'Maximum results requested. Public previews return at most 3; personal-key access permits up to 20.'}, 'query': {'type': 'string', 'description': 'Natural-language query.'}}}

Added

                            get_usecase_details
                        

Sept. 17, 2026, 12:41 p.m.

Added

                            vector_search_usecases
                        

Sept. 17, 2026, 12:41 p.m.

Added

                            hybrid_search_usecases
                        

Sept. 17, 2026, 12:41 p.m.

Added

                            search_usecases
                        

Sept. 17, 2026, 12:41 p.m.

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