# London Traffic and Transport Data AI Agent Connect > London Traffic: Flows, Licensed Vehicles & Congestion Charge provides direct access to official London open-data. Your AI client can query 33 years of borough-level traffic flows, vehicle licensing counts from 2019 to 2022, and monthly congestion charge enforcement data dating back to 2010. It turns raw transport statistics into immediate answers for your analysis. ## Overview - **Category:** government-public-data - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_bDM1cNIqLX2MjhBGK3XujpgRKZD3TR71iUaIVqWu/ai-agent-connect - **Tags:** london, united-kingdom, traffic, vehicle-flows, licensed-vehicles, congestion-charge, tfl, keyless ## Description This MCP connects your AI client to official London transport datasets from the London open-data platform. You can pull specific traffic flow numbers for any of the 33 boroughs or look at city-wide aggregates to see how road usage has shifted over the last three decades. If you need to analyze vehicle populations, you can query licensed vehicle counts per borough, including breakdowns for private and company plates. For those monitoring central London, the MCP provides monthly congestion charge data, including camera captures and confirmed vehicle counts. Instead of downloading CSVs and cleaning data manually, you just ask your agent for the specific borough, year, or metric you need. It handles the heavy lifting of navigating the official datasets so you can focus on the trends. ## Tools ### congestion_charge_monthly This tool provides monthly TfL congestion-charge enforcement activity. You can filter by specific months or use paging to navigate the records. ### congestion_charge_overview This tool returns congestion-charge enforcement totals for each charging year. It includes the month with the highest number of confirmed vehicles. ### licensed_vehicle_lookup This tool retrieves DVLA licensed-vehicle counts for a specific local authority. You just need to provide the name of the borough. ### licensed_vehicles This tool pulls vehicle counts licensed to London local authorities between 2019 and 2022. You can specify a year and a borough to get the data. ### traffic_flow_lookup This tool accesses a full 33-year series of traffic-flow data for a single local authority. It covers the period from 1993 to 2025. ### traffic_flows This tool provides average daily road-traffic flows for the 33 London boroughs and various aggregate regions. You can filter by a specific calendar year. ### traffic_flows_ranking This tool ranks local authorities based on their average daily traffic flow for a given year. You can request a top-N list of the busiest areas. ### traffic_overview This tool provides headline numbers across all London traffic datasets. It serves as a quick way to get recent flows, vehicle counts, and congestion charge data in one call. ## Prompt Examples **Prompt:** ``` How many cars pass Westminster's major roads in 2025? ``` **Response:** ``` The traffic_flow_lookup tool provides the 33-year series for Westminster, where the 2025 data is included in the final row. ``` **Prompt:** ``` Which boroughs have the most vehicles on the road? ``` **Response:** ``` You can use traffic_flows_ranking for the latest year to see the busiest authorities, or add the vehicle_type parameter to include all vehicles like buses and HGVs. ``` **Prompt:** ``` How many vehicles were confirmed in the congestion zone in 2024? ``` **Response:** ``` Running congestion_charge_overview will show the confirmed-vehicles total for the 2024/25 charging year, which runs from July 2024 to June 2025. ``` ## Capabilities ### Long-term traffic analysis Your agent uses traffic_flow_lookup to access three decades of road traffic data. ### Borough comparisons The AI uses traffic_flows_ranking to compare traffic density across different London authorities. ### Fleet monitoring Your agent calls licensed_vehicles to check vehicle registration trends in specific boroughs. ### Congestion tracking The AI uses congestion_charge_monthly to pull enforcement and capture data for the central zone. ### Quick data snapshots Your agent uses traffic_overview to get a high-level summary of London's current transport metrics. ## Use Cases ### Historical Trend Analysis Compare traffic volumes in a specific borough from 1993 to 2025 to see long-term shifts. ### Congestion Impact Studies Analyze monthly camera captures in the congestion charge zone to track enforcement activity. ### Fleet Composition Research Check the split between private and company plate vehicles in different boroughs using licensed vehicle data. ### Borough Benchmarking Rank London authorities by daily traffic flow to identify the most congested areas. ## Benefits - Accesses official London open-data directly through your AI client. - Eliminates the need to manually download and parse government CSV files. - Provides 33 years of historical traffic data for deep longitudinal studies. - Aggregates complex borough and regional data into single tool calls. ## How It Works Connect your preferred MCP-compatible client to Vinkius to start querying London transport data immediately. 1. Connect your AI client to the Vinkius-hosted MCP. 2. Ask your agent a question about London traffic, vehicles, or congestion. 3. The agent selects the appropriate tool from the London transport set. 4. The tool fetches the data from the official London Datastore. 5. Your agent receives the data and presents the answer to you. ## Frequently Asked Questions **Where does this data come from?** All data is sourced directly from the official London open-data platform (data.london.gov.uk). **How far back does the traffic data go?** The traffic flow datasets provide annual vehicle flows for London boroughs from 1993 through 2025. **Can I see data for specific boroughs?** Yes, most tools allow you to specify a local authority (la) to get data for a specific borough. **What is a charging year for the congestion charge?** Charging years run from July to the following June. For example, the 2024/25 year covers July 2024 through June 2025. **Does this include all types of vehicles?** The traffic flow tools allow you to specify if you want data for cars only or for all vehicles, including buses and HGVs. **Do I need an API key?** No. data.london.gov.uk publishes every dataset as an anonymous file download (CSV or Excel). This MCP defines no credentials and needs nothing configured. **"Cars" vs "all vehicles" — what is the difference?** The flow table has two cuts of the same counts: the cars-only series and the all-vehicles series (cars plus buses, HGVs and everything else). Pick the vehicle_type that matches your question; the ranking and lookup tools honour the same choice. **What is a "charging year"?** The congestion charge runs Jul 2010 through Jul 2026 in the dataset. A charging year bundles one July to the next June: Jul-10 to Jun-11 is the 2010/11 charging year, and so on. congestion_charge_overview groups the monthly rows by that label and reports the busiest month of each. **Where do the vehicle-flow counts come from?** Annual road counts on each borough's major roads, published by the city, 1993 through 2025. The table rows are the 33 boroughs, a London aggregate and a Great Britain row; trailing empty rows in the source file are dropped by the tools.