Mapillary MCP Server for Cline 7 tools — connect in under 2 minutes
Cline is an autonomous AI coding agent inside VS Code that plans, executes, and iterates on tasks. Wire Mapillary through Vinkius and Cline gains direct access to every tool. from data retrieval to workflow automation. without leaving the terminal.
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Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Mapillary and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"mapillary": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Mapillary MCP Server
Connect to Mapillary and access the world's largest street-level imagery platform through natural conversation.
Cline operates autonomously inside VS Code. it reads your codebase, plans a strategy, and executes multi-step tasks including Mapillary tool calls without waiting for prompts between steps. Connect 7 tools through Vinkius and Cline can fetch data, generate code, and commit changes in a single autonomous run.
What you can do
- Image Search — Search street-level images by geographic bounding box
- Image Details — Get image metadata including GPS coordinates, capture date, compass angle and sequence
- Sequence Search — Find image sequences (connected images along routes) by area
- Map Features — Search detected traffic signs, objects and road markings by area
- Object Detections — Get all detected objects in a specific image
The Mapillary MCP Server exposes 7 tools through the Vinkius. Connect it to Cline in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Mapillary to Cline via MCP
Follow these steps to integrate the Mapillary MCP Server with Cline.
Open Cline MCP Settings
Click the MCP Servers icon in the Cline sidebar panel
Add remote server
Click "Add MCP Server" and paste the configuration above
Enable the server
Toggle the server switch to ON
Start using Mapillary
Ask Cline: "Using Mapillary, help me...". 7 tools available
Why Use Cline with the Mapillary MCP Server
Cline provides unique advantages when paired with Mapillary through the Model Context Protocol.
Cline operates autonomously. it reads your codebase, plans a strategy, and executes multi-step tasks including MCP tool calls without step-by-step prompts
Runs inside VS Code, so you get MCP tool access alongside your existing extensions, terminal, and version control in a single window
Cline can create, edit, and delete files based on MCP tool responses, enabling end-to-end automation from data retrieval to code generation
Transparent execution: every tool call and file change is shown in Cline's activity log for full visibility and approval before committing
Mapillary + Cline Use Cases
Practical scenarios where Cline combined with the Mapillary MCP Server delivers measurable value.
Autonomous feature building: tell Cline to fetch data from Mapillary and scaffold a complete module with types, handlers, and tests
Codebase refactoring: use Mapillary tools to validate live data while Cline restructures your code to match updated schemas
Automated testing: Cline fetches real responses from Mapillary and generates snapshot tests or mocks based on actual payloads
Incident response: query Mapillary for real-time status and let Cline generate hotfix patches based on the findings
Mapillary MCP Tools for Cline (7)
These 7 tools become available when you connect Mapillary to Cline via MCP:
get_detection_value
Returns the detected value, type, GPS coordinates and image association. Get details for a specific object detection
get_image
Returns image ID, capture date/time, GPS coordinates, compass angle, sequence ID, organization and thumbnail URL. Use fields parameter to request additional data like "geometry,compass_angle,captured_at,sequence,thumb_256_url,thumb_1024_url,altitude". Get details for a specific Mapillary image
get_image_detections
Returns detection values, types, geometry and confidence scores. Get object detections for a specific image
get_map_features
Returns feature type, value, GPS coordinates and detection confidence. Useful for traffic sign inventory and road infrastructure analysis. Search map features (traffic signs, objects) by area
get_sequence
Returns sequence ID, creation date and related images. Get details for a specific image sequence
search_images
Returns image IDs, coordinates, capture dates, compass angles and sequence IDs. Bbox format: min_lon,min_lat,max_lon,max_lat (e.g. "-0.15,51.50,-0.10,51.52" for central London). Search street-level images by geographic area
search_sequences
Returns sequence IDs and metadata for all sequences that pass through the area. Search image sequences by geographic area
Example Prompts for Mapillary in Cline
Ready-to-use prompts you can give your Cline agent to start working with Mapillary immediately.
"Find street-level images in central London."
"Search for traffic signs in São Paulo."
"Get object detections for image abc123."
Troubleshooting Mapillary MCP Server with Cline
Common issues when connecting Mapillary to Cline through the Vinkius, and how to resolve them.
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Mapillary + Cline FAQ
Common questions about integrating Mapillary MCP Server with Cline.
How does Cline connect to MCP servers?
Can Cline run MCP tools without approval?
Does Cline support multiple MCP servers at once?
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Connect Mapillary to Cline
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.