io.github.jdhart81/smartscale

Official4 toolsLive

by jdhart81 · Python

Deterministic CR80 pixel-geometry scaler. Callers supply the card and object pixel geometry; this MC

Model Context Protocol (MCP) Server: io.github.jdhart81/smartscale

This MCP server is a deterministic CR80 pixel-geometry scaler. It scales based on inputs from callers: the card and the object pixel geometry. The provided description truncates mid-sentence (“this MC”), so only these stated capabilities are reflected.

🛠️ Key Features

Deterministic CR80 pixel-geometry scaling
Requires caller-supplied card and object pixel geometry
Tool availability: 4 tools

🚀 Use Cases

Scaling CR80 pixel geometry for downstream processing
Converting object pixel geometry relative to a card input

⚡ Developer Benefits

Predictable, deterministic behavior based on provided geometry inputs
Clear input contract (card + object pixel geometry)
MCP tooling count: 4

⚠️ Limitations

Source description is truncated; full behavior beyond scaling is not specified
README excerpt provided does not describe this server’s scaler functionality

Topics

agent-securityai-agentsdeveloper-toolsmcpmcp-serverpolicy-as-codepythonsecurity-toolsx402

Captured live from the server via tools/list.

credit_card_photo_instructions

Return safe capture guidance for upstream CR80 pixel picking. The image stays with the caller or upstream vision system; SmartScale only receives numeric pixel geometry.

Parameters2

measurement_goal	string	optional
objects_to_measure	any	optional

Raw schema

{
  "type": "object",
  "properties": {
    "measurement_goal": {
      "default": "",
      "title": "Measurement Goal",
      "type": "string"
    },
    "objects_to_measure": {
      "anyOf": [
        {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Objects To Measure"
    }
  },
  "title": "credit_card_photo_instructionsArguments"
}

scale_objects_from_credit_card

Scale object pixel dimensions using a standard CR80 credit card reference. Args: image_id: Caller-defined source identifier; no image is uploaded. credit_card_pixel_width: Caller-supplied pixel width of a CR80-size card. objects: Objects to scale. Each object needs pixel_width and pixel_height; label, pixel_area, pixel_perimeter, and input confidence are optional. credit_card_pixel_height: Optional caller-supplied height for distortion check. payment_ref: Optional paid escrow reference consumed by the gateway. request_id: Optional retry-safe idempotency key (maximum 128 characters).

Parameters6

image_id	string	required
credit_card_pixel_width	number	required
objects	array	required
credit_card_pixel_height	any	optional
payment_ref	any	optional
request_id	any	optional

Raw schema

{
  "type": "object",
  "properties": {
    "image_id": {
      "title": "Image Id",
      "type": "string"
    },
    "credit_card_pixel_width": {
      "title": "Credit Card Pixel Width",
      "type": "number"
    },
    "objects": {
      "items": {
        "additionalProperties": true,
        "type": "object"
      },
      "title": "Objects",
      "type": "array"
    },
    "credit_card_pixel_height": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Credit Card Pixel Height"
    },
    "payment_ref": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Payment Ref"
    },
    "request_id": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Request Id"
    }
  },
  "required": [
    "image_id",
    "credit_card_pixel_width",
    "objects"
  ],
  "title": "scale_objects_from_credit_cardArguments"
}

describe

Return SmartScale capabilities and input contract.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "title": "describeArguments"
}

health

Return SmartScale health status.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "title": "healthArguments"
}

README.md2 KBView on GitHub

Viridis Agent Fleet: open-source agents for the agent economy

Deterministic, auditable MCP agents: trust and settlement rails (identity, trust, escrow, metering, arbitration, notary, surety, provenance, covenant, offsets, compute-ledger) and priced-grade services (tax credits, GHG accounting, construction takeoff, measurement, compliance). Every core is pure Python with no LLM in the serving path, and every result is content-addressed so anyone can re-verify it.

Licensed Apache-2.0. Run any agent yourself, fork it, embed it.

Run an agent locally (free, forever)

bash

pip install -r requirements-dev.txt
python3 agent-escrow-agent/adapters/mcp_server.py          # stdio MCP
python3 run_fleet_tests.py                                 # every agent's invariant tests

Or use the hosted fleet

https://mcp.viridisconservation.com runs all agents as one managed MCP service:

	Self-hosted (this repo)	Hosted by Viridis
Agent logic & verification	✅ identical	✅ identical
Viridis-signed receipts & notary chain	–	✅
Shared trust/reputation network data	–	✅
Maintained rule packs (tax, GHG factors, regs)	snapshot	✅ kept current
Payments (x402, card), seats, SLA	–	✅

Free tier: 10 calls/day per service; the rails (identity, escrow, metering…) are free forever. Verification is always free.

Boundary

This repo contains agent cores, MCP adapters, tests, standards and self-host tooling. The hosted service layer (gateway, payment and settlement, seats, signing authority, operations, telemetry and customer data) is proprietary and is not in this repo. Please don't open PRs that add it.

"Viridis", "Viridis Conservation" and the Viridis marks are trademarks of Viridis LLC; see TRADEMARKS.md.

Install

Tools (4)

credit_card_photo_instructionsscale_objects_from_credit_carddescribehealth

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://mcp.viridisconservation.com/smartscale/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "smartscale": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.viridisconservation.com/smartscale/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

Model Context Protocol (MCP) Server: io.github.jdhart81/smartscale

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

credit_card_photo_instructions

scale_objects_from_credit_card

describe

health

Viridis Agent Fleet: open-source agents for the agent economy

Run an agent locally (free, forever)

Or use the hosted fleet

Boundary

Install

Remote endpoint

Related servers