MCP.Market

Vancam MCP server

by shughestr·io.github.shughestr/vancam-mcp·v0.1.0

Search 1M+ live traffic cameras worldwide by bounds, radius, route, or nearest point.

B78/100grade B
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Safety scan
B78/100

full report

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0 stars13 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Vancam tools (6)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • describe_camera_api

    Describe the spatial camera API exposed by this MCP server.

  • get_camera_image

    Get the live frame for a camera by asset_id, embedded directly in the tool result.

  • get_cameras_along_route

    Get traffic cameras along a straight-line route between two points.

  • get_cameras_by_radius

    Get traffic cameras within a radius (km) of a lat/lon point.

  • get_nearest_cameras

    Get the nearest traffic cameras to a geographic point.

  • list_cameras

    List 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

no findings
  • 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
Overall 78/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

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
Add to Cursor

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-mcp

Option B: Clone and install dependencies

git clone https://github.com/shughestr/vancam-mcp.git
cd vancam-mcp
pip install -r requirements.txt

2. (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_here

3. 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.

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