MCP-Estimator

Agent interface for estimating video surveillance, structured cabling systems (SCS) and low-current systems projects.

Built for the OpenAI WebMCP Challenge.

Quick start

uv venv --python 3.12
source .venv/bin/activate
uv pip install -e ".[dev]"
python -m src.app

Open http://localhost:8000 — web form for estimate calculation.

MCP endpoint: http://localhost:8000/mcp (Streamable HTTP).

Optional photo analysis dependencies:

uv pip install -e ".[vision]"

MCP tools

• estimate_project — calculate estimate from project parameters

• get_bom — bill of materials

• generate_proposal — commercial proposal

• suggest_camera_placement — camera placement recommendations

PDF export: GET /api/estimate/pdf.

Stack

• Python 3.12

• mcp SDK (Streamable HTTP)

• FastAPI + Jinja2

• Ultralytics YOLOv8 (optional vision extra)

• fpdf2

License

MIT

MCP-Estimator

Agent interface for estimating video surveillance, structured cabling and low-current systems projects.

Built for the OpenAI WebMCP Challenge.

Quick start

uv venv --python 3.12
source .venv/bin/activate
uv pip install -e ".[dev]"
python -m src.app

Open http://localhost:8000 for the web estimator.

MCP endpoint: http://localhost:8000/mcp (Streamable HTTP).

Optional photo analysis dependencies:

uv pip install -e ".[vision]"

MCP tools

• estimate_project — calculate estimate from project parameters

• get_bom — bill of materials

• generate_proposal — commercial proposal text

• suggest_camera_placement — camera placement recommendations

PDF export: GET /api/estimate/pdf.

License

MIT