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RoRo Quantum MCP server

Which MCP servers are RoRo Quantum'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 2026-10-25

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Whose server it is
  • Registry namecom.roroquantum/roro-quantumverified in the MCP registry

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

When we asked itchecked 2026-10-25
  • Stateanswerschecked 2026-10-25
  • Tools5
  • Server calls itselfroro-quantum
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-25 the server answered initialize and tools/list without a sign-in. First answer in 478 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: run quantum circuits on simulators and real hardware; assign lab tasks and exams with dates to a class; read measurement counts returned from quantum machine runs.

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: 11, the first on 2026-10-25
  • INITE MCP score72 of 100answers 100 · does the job 0 · definitions 100 · context 100 · connects 100
  • What an agent can do with it0 of 3 use cases
  • Answered100% of days11 of 11 daily checks
  • Median first answer477 ms
  • Space in an agent's context≈ 631 tokensthe definitions of all its tools (5), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 5 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • cannot · run quantum circuits on simulators and real hardware
  • cannot · assign lab tasks and exams with dates to a class
  • cannot · read measurement counts returned from quantum machine runs

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

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 offers5 tools · read 2026-10-25
  • search_lessons

    Find quantum computing lessons in RoRo Academy by topic (for example: superposition, Bell states, Grover's algorithm, error mitigation). Returns titles, summaries, level, length and links. An empty query lists lessons in course order.

  • get_lesson

    Read one RoRo Academy lesson by its slug: its explanations, formulas and example circuits as text, with a link to open it in the Academy. Quiz answers are never included.

  • list_learning_tracks

    List RoRo Academy's learning tracks and their modules with lesson counts — Primer, Foundations, Real hardware, Academic, Applied and Business.

  • list_quantum_computers

    List the quantum computers and simulators RoRo Quantum offers: name, id, qubit count, technology (superconducting, trapped-ion, neutral-atom or simulator), connectivity and current status.

  • about_roro_quantum

    What RoRo Quantum is and offers — Academy, Console, Lab, RoRo Copilot and the developer API — with links.

How to connect

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

{
  "mcpServers": {
    "roro-quantum": {
      "type": "http",
      "url": "https://api.roroquantum.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http roroquantum https://api.roroquantum.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://api.roroquantum.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.