Model Context Protocol (MCP)

8 use cases using this technology

8published use cases

4industries

2countries on record

Agentic AI

top AI capability

Evidence mix: High 8 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

Country

8 use cases

Technology & SoftwareConversational AIAgentic AI

Supermetrics lets marketers manage ad campaigns from a conversation with Claude

Supermetrics, which serves more than 200,000 businesses with marketing data infrastructure, built a Claude connector that lets marketers ask questions across ad and analytics platforms and, with approval, create or edit campaigns on Google Ads, Meta, Microsoft Advertising, TikTok, LinkedIn and Snapchat directly from the conversation. Since its February launch the connector has grown active users 250% month over month on average, and Norwegian agency customer Layer cut 10-hour client reports down to 20 minutes with zero hallucinations found during weeks of validation.

SupermetricsClaude · Claude Cowork · Claude Code +2

Technology & SoftwareComputer VisionAgentic AI

IFS Nexus Black's Resolve cuts fault resolution time 25% for industrial field engineers

IFS Nexus Black built Resolve, an AI assistant on Claude that helps field engineers in manufacturing, energy and utilities diagnose equipment problems by analyzing images and correlating sensor readings, using Model Context Protocol to connect to legacy industrial systems. Resolve cuts fault resolution time by 25%, and at a William Grant & Sons distillery in Scotland the predictive-maintenance deployment is expected to save an estimated £8.4 million a year at that single site by shifting technicians from reactive repairs to predicting failures before they happen.

IFS Nexus BlackClaude · Model Context Protocol (MCP) · Claude Agent SDK +1

Financial ServicesConversational AIAgentic AIDocument Intelligence

Chronograph reaches 100% employee adoption of Claude Enterprise across its private equity platform

Chronograph, a portfolio monitoring and analytics platform serving institutional private equity investors, rolled out Claude Enterprise to its 150-plus employees, reaching 100% adoption with 80% daily active usage. New hires now contribute by their second week versus more than two months previously, and the company built a Chronograph MCP server so private equity clients can connect portfolio data directly to Claude for fund performance and exposure analysis.

ChronographClaude Enterprise · Model Context Protocol (MCP)

EducationConversational AIAgentic AI

Syracuse University rolls out Claude Enterprise to 30,000 students, faculty, and staff

Syracuse University gave every student, faculty member, and staff member access to Claude, and is launching Clementine, a class-search tool that uses Claude Opus to query millions of rows of enterprise data in real time through custom MCPs so students can ask natural-language questions about which classes to take. The university's Chief Digital Officer also redesigned a practice exam using Claude to test recall through short written answers instead of multiple choice, after which real exam scores rose 12 points, and reports Claude Code is now the most requested tool among IT staff and other university staff.

Syracuse UniversityClaude · Claude Opus 4.6 · Claude Code +1

Financial ServicesAgentic AIGenerative AI

OffDeal consolidates 12+ agentic workflows into one Claude Agent SDK-based M&A advisor

OffDeal, an AI-native investment bank serving founder-led businesses with $1-20 million in annual profit, migrated from a long-context model to the Claude Agent SDK and consolidated over a dozen separate agentic workflows into a single general-purpose agent named Archie. The switch raised internal evaluation accuracy from 25% to 85%, eliminated context-overflow API failures, let each of its four bankers manage 5 to 8 concurrent deals, and produced a buyer-sourcing list that used to cost $12,000 and a week of analyst time for about $200 in compute. The firm closed 8 deals totaling $91 million in its first year with a team of two bankers.

OffDealClaude Agent SDK · Claude Code · Model Context Protocol (MCP)

Technology & SoftwareAgentic AIConversational AI

Galene.AI Deploys a Sovereign-by-Design Conversational AI Platform on Scaleway

Galene.AI built a fully sovereign, self-hosted conversational AI platform running on Scaleway's GPU infrastructure, engineered so client data, models, and compliance remain entirely within European jurisdiction. The platform deploys as a private Kubernetes cluster, either on-premise or within a private Scaleway cloud, with all AI inference processed locally on Scaleway GPUs (from 2xL40S to H100-based configurations) rather than through external API calls. Data is encrypted in transit (TLS 1.3) and at rest (AES-256). The platform includes an agentic framework using Model Context Protocol (MCP) to connect private AI agents to internal knowledge bases and enterprise systems (CRMs, ERPs), and a built-in governance layer called Generative Shield that enforces real-time compliance across cybersecurity, ethical/legal, data protection, and output-accuracy dimensions. Scaleway's data centers are located exclusively in the EU (France, Poland, Netherlands), which the companies say eases GDPR data-residency compliance and EU AI Act compliance. Galene.AI's REST API is compatible with OpenAI's API specification.

Galene.AIKubernetes · Model Context Protocol (MCP)

EnergyPredictive AnalyticsAgentic AI

Building the intelligence foundation for the energy transition

BKW, a Switzerland-headquartered energy and infrastructure company, needed a more scalable, integrated approach to working with complex weather and geospatial data to support decisions across energy production, grid management, and infrastructure services as renewable penetration and climate volatility rise. BKW partnered with Microsoft to combine Aurora (an AI weather foundation model from Microsoft Research AI for Science and Microsoft AI Weather), Microsoft Planetary Computer Pro with AI Weather Grid HD EU data catalogs, and Azure-native infrastructure (Azure Container Registry, Azure Container Apps, Azure Application Insights, and an MCP server) into a unified platform for AI-driven weather and geospatial intelligence, with BKW retaining governance over how insights are applied. The collaboration is described as an exploratory, foundation-building engagement rather than a production deployment, giving BKW's data scientists, domain experts, and technology teams a shared, governed platform and supporting its net-zero and sustainable energy goals.

BKW FMB Energie AG· SwitzerlandAurora · Microsoft Planetary Computer Pro · Azure Container Registry +4

Financial ServicesAgentic AI

LSEG unifies 30 data systems, reducing product development time with Fabric

LSEG, a trusted data partner to 44,000 customers in more than 170 countries, partnered with Microsoft to build a unified data platform on Microsoft Fabric, consolidating 30 systems, 1,200 datasets and 33 petabytes of data. Using Apache Spark on Fabric, Apache Airflow in Fabric, Microsoft Purview and OneLake, LSEG reduced product development timelines for new data products from years to months; onboarding data and creating a new product now happens in months, accelerating launches such as its ESG and Fundamentals data products. LSEG processes around 80,000 files daily on Spark on Fabric, consuming approximately 280,000 capacity units per day, with month-on-month consumption growing more than 50%. The company is also building AI-readiness by hosting Model Context Protocol (MCP)-powered data in OneLake and enabling financial professionals to build custom AI agents via Copilot Studio.

LSEG (London Stock Exchange Group)· United KingdomMicrosoft Fabric · Apache Spark · Apache Airflow +4