The Data Access Layer
Live data. Standardised access. One protocol.
The Model Context Protocol (MCP) gives AI agents structured access to any data source — government databases, enterprise platforms, regulatory feeds — through a single, open standard. No web scraping. No brittle parsers. Real APIs, real-time data.
The Integration Problem
From N×M to N+M.
Without MCP
- Each AI model needs a custom adapter for each data source
- N models × M sources = N×M integration maintenance
- Breaking changes cascade unpredictably
- No shared authentication or rate limiting
With MCP
- One standardised protocol for all connections
- N models + M sources = N+M maintenance
- Source-side changes isolated behind the MCP interface
- Shared auth, rate limiting, and audit logging
Server Catalog
Production MCP servers.
Each server is a deployable, authenticated connector — built with FastMCP, hosted on Azure or GCP, tested in production.
Dutch Parliamentary Intelligence
Tweede Kamer Open Data API
Structured access to the complete Dutch parliamentary record — documents, votes, committee proceedings, legislative calendars, dossier timelines, and member profiles. Real-time monitoring of legislative activity.
- Document search and retrieval
- Vote record analysis
- Committee proceeding access
- Legislative pipeline tracking
- Dossier timeline construction
- Member and faction profiles
Australian Parliament Data
APH & Victorian Council APIs
Live connections to Australian federal and state parliamentary data. Hansard transcripts, bill tracking, committee reports, and member information — structured for AI agent consumption.
- Hansard search and analysis
- Bill status tracking
- Committee report access
- Member voting records
- Council meeting minutes
- Local government data
Microsoft 365 Graph
Microsoft Graph API
Full-coverage MCP server over the Microsoft 365 suite — mail, calendar, Teams, SharePoint, OneDrive, Planner, To Do, Excel, OneNote, and Contacts. AI agents that operate natively within M365.
- Inbox triage and drafting
- Calendar and meeting management
- SharePoint document access
- Teams messaging
- Planner task automation
- Excel data operations
Odoo 18 ERP
Odoo JSON-RPC
Natural language access to accounting, project management, expense tracking, and CRM data. Query invoices, manage expenses, and surface operational insights through conversational AI.
- Invoice and expense management
- Project tracking
- Contact management
- Financial queries
- Record creation and updates
- Automated triggers
Dutch Legal & Regulatory
BWB, KOOP, Rijksoverheid APIs
Comprehensive access to Dutch legislation, official publications, and regulatory data. Search consolidated laws, track regulatory changes, and monitor government announcements.
- Legislation search (BWB)
- Official publication access
- Regulatory change monitoring
- Government announcement tracking
- Legal document retrieval
- Subject and ministry filtering
Deployment
From local to production in three steps.
Local Development
Run MCP servers locally for development and testing. Full tool access, immediate feedback loop.
Staging
Deploy to Azure or GCP staging environment. Production-equivalent infrastructure with test data.
Production
Enterprise deployment with SSO, audit logging, rate limiting, and monitoring. Your infrastructure, your control.
Next layer
AI Orchestration
How stateful workflows chain reasoning, data access, and output generation.
ExploreDomain layer
Skills & AI Workspaces
How domain expertise is encoded and deployed as a complete AI toolkit.
ExploreOverview
Technology Platform
See how MCP fits within the full technology platform.
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