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AgentVisibly MCP server

Which MCP servers are AgentVisibly'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 2026-11-02

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Whose server it is
  • Registry namecom.agentvisibly/demo-bakeryverified in the MCP registry

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

When we asked itchecked 2026-11-02
  • Stateanswerschecked 2026-11-02
  • Tools5
  • Server calls itselfagentvisibly-business
  • Server version0.2.0
  • Protocol version2025-06-18

On 2026-11-02 the server answered initialize and tools/list without a sign-in. First answer in 506 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

  • send_inquiry change data without a sign-in: anyone with the address can call them.
  • Parameters are untyped or undescribed in 2 of 5 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 2026-11-02
  • 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 answer381 ms
  • Space in an agent's context≈ 373 tokensthe definitions of all its tools (5), which an agent carries on every turn
  • Tool definitionsA · 90 of 100
  • Typed results0 of 5 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 2 of 5
  • Not saying whether it only reads or can destroy: 1 of 5

Worth a look

  • Tools that change data, on a server that answers without a sign-in: send_inquiry

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 offers5 tools · read 2026-11-02
  • get_business_info

    Name, description, address, phone, email, website and links for Demo Bakery (fictional).

  • get_hours

    Opening hours for Demo Bakery (fictional), as published by the owner.

  • list_products

    Products, services or menu items offered by Demo Bakery (fictional), with prices when known. Optional text filter.

  • start_order

    Get the official online ordering or checkout link for Demo Bakery (fictional). No order is placed by this tool.

  • send_inquiry

    Leave a message for Demo Bakery (fictional). It is stored for the owner to read; the owner replies to reply_to. Only send with the user's consent.

How to connect

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

{
  "mcpServers": {
    "demo-bakery": {
      "type": "http",
      "url": "https://agentvisibly.com/b/demo-bakery/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http agentvisibly https://agentvisibly.com/b/demo-bakery/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://agentvisibly.com/b/demo-bakery/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.