Koskamo

ocular MCP

A community MCP server that provides vision capabilities to text-only coding agents. It allows agents to upload images via a binary side channel and analyze them using vision models, returning structured JSON. Features include general analysis, OCR, UI inspection, error diagnosis, UI comparison, table extraction, and chart analysis.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

ocular MCP logo, by xyun1996Community listingLocal stdioSource reviewed; not executedPublished by xyun1996
You need:ocular requires an OpenAI-compatible multimodal endpoint, API key, and model name
Vendor documentation

What you can do with it

  • Analyze screenshots for UI inspection and error diagnosis
  • Extract text from images using OCR
  • Compare UI differences between screenshots
  • Extract data from tables and charts in images

Source and maintenance

Community listingRegistry 0.1.0
mcp-registry: io.github.xyun1996/ocular@0.1.0Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

ocular-mcp 0.1.0

npm
ocular-mcp package definition
{
  "version": "0.1.0",
  "transport": "stdio",
  "identifier": "ocular-mcp",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "OCULAR_BASE_URL",
      "format": "string",
      "isRequired": true,
      "description": "OpenAI-compatible API base URL"
    },
    {
      "name": "OCULAR_API_KEY",
      "format": "string",
      "isRequired": true,
      "description": "API key for the configured vision model provider"
    },
    {
      "name": "OCULAR_MODEL",
      "format": "string",
      "isRequired": true,
      "description": "Vision-capable model identifier"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "ocular-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "ocular-mcp@0.1.0"
      ],
      "env": {
        "OCULAR_BASE_URL": "<YOUR_OCULAR_BASE_URL>",
        "OCULAR_API_KEY": "<YOUR_OCULAR_API_KEY>",
        "OCULAR_MODEL": "<YOUR_OCULAR_MODEL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "ocular-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "ocular-mcp@0.1.0"
      ],
      "env": {
        "OCULAR_BASE_URL": "<YOUR_OCULAR_BASE_URL>",
        "OCULAR_API_KEY": "<YOUR_OCULAR_API_KEY>",
        "OCULAR_MODEL": "<YOUR_OCULAR_MODEL>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "ocular-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "ocular-mcp@0.1.0"
      ],
      "env": {
        "OCULAR_BASE_URL": "<YOUR_OCULAR_BASE_URL>",
        "OCULAR_API_KEY": "<YOUR_OCULAR_API_KEY>",
        "OCULAR_MODEL": "<YOUR_OCULAR_MODEL>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "ocular-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "ocular-mcp@0.1.0"
      ],
      "env": {
        "OCULAR_BASE_URL": "<YOUR_OCULAR_BASE_URL>",
        "OCULAR_API_KEY": "<YOUR_OCULAR_API_KEY>",
        "OCULAR_MODEL": "<YOUR_OCULAR_MODEL>"
      }
    }
  }
}

Let your agent find its tools

Find servers like ocular MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows
See all 7,425