Vancam MCP server
io.github.shughestr/vancam-mcp·v0.1.0Search 1M+ live traffic cameras worldwide by bounds, radius, route, or nearest point.
0 stars13 downloads/wk
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Vancam tools (6)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
describe_camera_apiDescribe the spatial camera API exposed by this MCP server.
get_camera_imageGet the live frame for a camera by asset_id, embedded directly in the tool result.
get_cameras_along_routeGet traffic cameras along a straight-line route between two points.
get_cameras_by_radiusGet traffic cameras within a radius (km) of a lat/lon point.
get_nearest_camerasGet the nearest traffic cameras to a geographic point.
list_camerasList traffic cameras within a map bounding box.
Public scan report
scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it
- Code scan4 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitystatic API keys via environment variables6/15
- Maintenancelast push 57 days ago12/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
How Vancam compares
Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 78/100
- higher than 62% of 3,470 Web search servers
- Tools
- 6
- the typical Web search server has 5
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- Downloads a week
- 13
- more than 3% of 827 Web search servers with a package
What its tools let an agent do: 6 read
Install Vancam in Claude Code, Cursor or VS Code
claude mcp add vancam-mcp -- uvx vancam-mcp
What the publisher says
From the Vancam repository's README, as published. We do not edit it. Read it on GitHub
Vancam MCP Server
<!-- mcp-name: io.github.shughestr/vancam-mcp -->
Vancam.ai — Traffic Cameras & Road Conditions — as an MCP (Model Context Protocol) server. Gives AI agents live access to the same camera network behind Vancam's road-condition data: over 1 million traffic cameras worldwide, searchable by map bounds, radius, route, or nearest point.
- 🔍 Search cameras by bounding box, radius, route corridor, or nearest-to-point
- 📸 Fetch live frames by camera asset ID, returned directly in the tool result
- 🌐 Real-time data from the same backend that powers the Vancam.ai map
- 🤖 AI-ready — built with FastMCP, works with Claude Desktop, Claude Code, and any MCP-compatible client
Quick Start
Option A: Install from PyPI
uvx vancam-mcp # or: pip install vancam-mcpOption B: Clone and install dependencies
git clone https://github.com/shughestr/vancam-mcp.git
cd vancam-mcp
pip install -r requirements.txt2. (Optional) Set up an API key
Requests work out of the box using a shared, rate-limited key (1 req/s, 500/month, pooled across all anonymous users). For higher limits, grab a free personal key from your Vancam.ai account page and set it as an environment variable:
cp .env.example .env # then edit .env# .env
VANCAM_API_KEY=your_personal_key_here3. Register the server with your MCP client
For Claude Desktop or Claude Code, add to your MCP config. If installed from PyPI (Option A):
{
"mcpServers": {
"vancam": {
"command": "uvx",
"args": ["vancam-mcp"],
"env": {
"VANCAM_API_KEY": ""
}
}
}
}If running from a local clone (Option B, see .mcp.json in this repo):
{
"mcpServers": {
"vancam": {
"command": "python3",
"args": ["/absolute/path/to/vancam-mcp/vancam_mcp/server.py"],
"env": {
"VANCAM_API_KEY": ""
}
}
}
}VANCAMAPIKEY is optional — leave it blank to use the shared, rate-limited key.
Restart your client, and the tools below become available.
Available Tools
list_cameras
List cameras within a bounding box — the same query the VanCam map runs on pan/zoom.
list_cameras(min_lat=49.2, min_lon=-123.2, max_lat=49.3, max_lon=-123.0, limit=50)getcamerasby_radius
Get cameras within a radius of a point.
get_cameras_by_radius(lat=49.28, lon=-123.12, radius=1.0, limit=20)getcamerasalong_route
Get cameras along a straight-line corridor between two points.
get_cameras_along_route(
origin_lat=49.2827, origin_lon=-123.1207,
dest_lat=49.1666, dest_lon=-123.1367,
buffer=200.0, limit=50
)Results are sorted by route_fraction (0 = origin, 1 = destination). Note: this is a straight line between the two points, not a driving route.
getnearestcameras
Get the closest cameras to a point.
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Vancam: common questions
- Is Vancam MCP server safe?
- Mostly: it is graded B (78/100). Read the Vancam safety report
- How do I install Vancam?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Vancam need an API key?
- Yes. The registry entry asks for
VANCAM_API_KEY. - Is Vancam maintained?
- The last commit was 98 days ago (2026-07-29). The latest release is v0.1.0.
- What can I use instead of Vancam?
- Servers from other publishers that do the same job: Exa Search MCP server, Legal Data Hunter MCP server and Apple Maps MCP server.
- How does Vancam compare with other Web search MCP servers?
- safety score 78/100 (higher than 62% of 3,470 Web search servers); tools 6 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to Vancam
Same job from other publishers: the closest match first, then the best rated.
- Exa SearchSearch the live web and fetch clean content from source pages.not reviewedEstablishedA
Legal Data HunterSearch 18M+ legal documents worldwide — case law, legislation, and doctrine across 110+ countries.not reviewedEstablishedA- Apple MapsSearch places, estimate routes, and build Apple Maps links on macOS.not reviewedEstablishedA
- Workopia — Job SearchSearch 6.3M+ live jobs from companies' own career pages, plus resume tailoring & cover letters.not reviewedGrowingB