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Which MCP servers are 豆册's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-31

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Whose server it is
  • Registry namecom.doucebeads/image-to-beadsverified in the MCP registry

The registry name sits under doucebeads.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-31
  • Stateanswerschecked 2026-10-31
  • Tools3
  • Server calls itselfdoucebeads
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-31 the server answered initialize and tools/list without a sign-in. First answer in 44 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.
  • Checked on 2 of the 7 days it takes to judge reliability.

Once connected

  • Parameters are untyped or undescribed in 2 of 3 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 2, the first on 2026-10-31
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 2 so far
  • Answeredmeasuring2 of the 7 daily checks it takes to print a share
  • Median first answer102 ms
  • Space in an agent's context≈ 514 tokensthe definitions of all its tools (3), which an agent carries on every turn
  • Tool definitionsB · 89 of 100
  • Typed results0 of 3 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 2 of 3

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers3 tools · read 2026-10-31
  • convert_image_to_pattern

    Convert a user-provided PNG/JPEG into an editable fuse-bead chart with real MARD color codes, bead counts, PNG and CSV. Free direct conversion, not AI chibi stylization. Process only images the user authorizes; the image is sent to…

  • lookup_bead_color

    Look up a specific MARD bead code; RGB values are community approximations, not official calibrated measurements.

  • get_conversion_guide

    Get supported image formats, privacy, request limits, and links to free chart printing or optional paid chibi styling. No image is uploaded by this call.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "image-to-beads": {
      "type": "http",
      "url": "https://doucebeads.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http doucebeads https://doucebeads.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://doucebeads.com/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.