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MCP server · Science

io.github.hwang-yh-cto/space-ocr

Multilingual structured OCR with verified per-character bboxes for AI agents.

Unclaimed science
37Low

Scored 5 months ago · breakdown

About io.github.hwang-yh-cto/space-ocr

io.github.hwang-yh-cto/space-ocr is an MCP server in the Science category: multilingual structured OCR with verified per-character bboxes for AI agents.

Install

Claude Code
claude mcp add io-github-hwang-yh-cto-space-ocr -- npx -y space-ocr-mcp
npx
npx -y space-ocr-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

  • ✓README presentThe repository ships documentation.

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README

space-ocr-mcp

MCP (Model Context Protocol) server for space-ocr — structured OCR with verified per-character bounding boxes.

Why

Unlike calling Gemini/GPT-4V directly, space-ocr re-anchors LLM output to real Google Vision API symbols, so bounding boxes are not hallucinated. AI agents that act on the extracted data (auto-fill, verification UI, accounting reconciliation) can trust the coordinates.

Tools

  • ocr_extract — Extract structured fields from a document image. Pass template_id for built-in document types or fields for custom schemas.
  • list_templates — List built-in document templates (receipt, invoice, purchase_order, delivery, quote, bankbook, resident_card, driver_license, passport).

Install & run

npx -y space-ocr-mcp

Set SPACE_OCR_API_KEY (issue one at space-ocr.com → Settings → API Keys).

Claude Desktop config

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "space-ocr": {
      "command": "npx",
      "args": ["-y", "space-ocr-mcp"],
      "env": { "SPACE_OCR_API_KEY": "YOUR_API_KEY" }
    }
  }
}

Restart Claude Desktop. You should see the space-ocr tools available.

Cursor / Windsurf / other MCP clients

Use the same command / args / env pattern in their MCP configuration UI.

Image inputs

ocr_extract accepts:

  • A public URL (https://...)
  • A local file path (/path/to/file.jpg — auto base64-encoded)
  • A base64 string
  • A data:image/...;base64,... URI

Pricing

¥10 per call (flat), billed against the same Charge Amount balance as the REST API. Failed calls are auto-refunded. Out-of-balance returns an error with no charge.

License

MIT

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About io.github.hwang-yh-cto/space-ocr

How do I install io.github.hwang-yh-cto/space-ocr?

Run claude mcp add io-github-hwang-yh-cto-space-ocr -- npx -y space-ocr-mcp, then add the server to your MCP client's configuration.

Is io.github.hwang-yh-cto/space-ocr safe to use with an AI agent?

Its trust score is 37 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is io.github.hwang-yh-cto/space-ocr still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.