Mandala Computer

io.github.mandalacomputer/mcpv0.17.0Other

Cloud desktops for AI agents: create a Linux computer, see its screen, click, type and run tasks.

The current version, v0.17.0, was published to the official MCP registry on 2026-10-19. It is distributed as mandala-computer-mcp on npm and as a hosted remote over streamable-http, filed under Other by this index, and declares 8 environment variables. Removals and unreachable sources are measured across every server this index tracks, contract drift across the servers that answer in consecutive snapshots; the index's current counts put this record in context.

In-path gate · all MCP tools

Using Mandala Computer in Claude, Cursor, Gemini CLI, Cline, or Zed?

MCP tool contracts can change remotely with no version bump. The mcpindex gate pins each contract and HOLDs the call when it drifts-before your agent acts. Zero credentials. This is not the package install for this server itself (use Install this server for that).

Install the mcpindex gate (one command)

Rewrites your MCP host config so each server launches behind the gate. Inspect first: curl -fsSL https://mcpindex.ai/install.sh | less

uv tool install mcpindex-gate && mcpindex-config-wire

Auditable install path →Watch it hold a drift →

Trust verdict · v1 advisory · method

REVIEWstatus: PARTIALfresh until 2026-11-15 02:00 UTC

screened 2026-10-16tier: scannedgranularity: description-levelsource: registry

Semantic screen found no manipulation pattern in the description. Conformance probe not yet run.

mcpindex.integrity.descriptionpassINFO

evidence“Tool creates cloud desktops for AI agents to run tasks.”via static_description

Limits of this verdict

- Semantic screen only - the deterministic conformance probe has not run on this server
- Confidence is reported but not yet calibrated (v1)
- Screen reads the tool description, not the live behavior
- advisory
- registry description only no input schema
- screen model 8b
- The registry listing (version, packages, links) changed after this screen ran - the description we assessed did not

Semantic screen: an LLM judge reads the tool description for hidden instructions (status PARTIAL). A pass means the description is not lying, not that the tool is safe: a high-capability tool with an honest description still warrants caution. The deterministic conformance probe has not been run on this server yet, so the screen here is semantic-only. Posture: advisory. Confidences are reported but not yet calibrated (calibrated=false at v1). Full verdict history is not shown on this page.

Own this server? Test a description on the public screen → It is a separate check from the verdict above, so the two can differ.

That verdict was true at screening time (snapshot 2026-10-19).

Contracts can change after screening, with no version bump. The gate pins Mandala Computer’s tool contracts on first sight and holds any silent change before your agent acts - the check that keeps being true on Tuesday.

See your first HOLD in 2 minutes →

Cite this record

People vet a server before wiring it in. One line on your project site or docs answers that with an independent record: screening verdict, registry provenance, contract drift history. It stays current as new screens and drift events land.

Markdown

[Independent trust record for Mandala Computer](https://mcpindex.ai/server/io-github-mandalacomputer-mcp) - screening verdict, registry provenance, and contract drift monitoring.

HTML

<a href="https://mcpindex.ai/server/io-github-mandalacomputer-mcp">Independent trust record for Mandala Computer</a> - screening verdict, registry provenance, and contract drift monitoring.

Embed this badge

A live verdict badge for your README or listing. It reflects the current screen, links back here, and updates when the verdict does.

Markdown

[![mcpindex](https://mcpindex.ai/api/v1/badge/io-github-mandalacomputer-mcp)](https://mcpindex.ai/server/io-github-mandalacomputer-mcp)

HTML

<a href="https://mcpindex.ai/server/io-github-mandalacomputer-mcp"><img src="https://mcpindex.ai/api/v1/badge/io-github-mandalacomputer-mcp" alt="mcpindex verdict" height="20" /></a>

Environment variables

MANDALA_API_KEY

secret

API key from Settings → Credentials → API keys. Optional after `mandala login`, which saves one.

MANDALA_MODEL_KEY

secret

Optional Anthropic or OpenAI key. Enables run_agent_chat, and makes run_agent and start_agent_run bill this key instead of the account's AI credits.

MANDALA_PROFILE

Optional saved profile from `mandala login --profile`; used when MANDALA_API_KEY is not set.

MANDALA_BASE_URL

Optional API base URL. Defaults to https://app.mandala.computer/api/v1.

MANDALA_COMPUTER_ID

Optional computer id to bind at startup, so use_computer is not needed.

MANDALA_NO_LIFECYCLE

Optional: 1, true, yes or on withholds the tools that create, clone or delete computers and snapshots.

MANDALA_READ_ONLY

Optional: 1, true, yes or on keeps only read-only tools.

MANDALA_TAGS

Optional comma-separated tool tags to expose (for example computers,input); empty means every tool.

MCP quality score · maturity, not trust · methodology

freshness

completeness

installability

documentation

stability

Alternatives in Other

Ask Your Audience

ai.askyouraudience/ask-your-audience

Test ideas, messages and ads with Human Digital Twins built from real people, in your AI assistant.

BetSlip Doctor

ai.betslipdoctor/mcp

Bet slip grader: grade a parlay A+ to F- before you bet, track slips, history and Tail. 21+, US.

OpenLMNP

io.github.manganate006/openlmnp

Accounting MCP for French LMNP furnished rentals: income, expenses, depreciation, tax return & FEC

Install this server

Remote endpoint

Streamable HTTP / SSE endpoint. Add to any MCP client that supports remote servers.

https://app.mandala.computer/mcp

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "--",
        "mandala-computer-mcp"
      ],
      "env": {
        "MANDALA_API_KEY": "<your-mandala_api_key>",
        "MANDALA_MODEL_KEY": "<your-mandala_model_key>",
        "MANDALA_PROFILE": "<mandala_profile>",
        "MANDALA_BASE_URL": "<mandala_base_url>",
        "MANDALA_COMPUTER_ID": "<mandala_computer_id>",
        "MANDALA_NO_LIFECYCLE": "<mandala_no_lifecycle>",
        "MANDALA_READ_ONLY": "<mandala_read_only>",
        "MANDALA_TAGS": "<mandala_tags>"
      }
    }
  }
}

Cursor (.cursor/mcp.json)

{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": [
        "-y",
        "--",
        "mandala-computer-mcp"
      ],
      "env": {
        "MANDALA_API_KEY": "<your-mandala_api_key>",
        "MANDALA_MODEL_KEY": "<your-mandala_model_key>",
        "MANDALA_PROFILE": "<mandala_profile>",
        "MANDALA_BASE_URL": "<mandala_base_url>",
        "MANDALA_COMPUTER_ID": "<mandala_computer_id>",
        "MANDALA_NO_LIFECYCLE": "<mandala_no_lifecycle>",
        "MANDALA_READ_ONLY": "<mandala_read_only>",
        "MANDALA_TAGS": "<mandala_tags>"
      }
    }
  }
}

Cline (cline_mcp_settings.json)

npx -y -- mandala-computer-mcp

Claude Code (claude mcp add)

claude mcp add --scope user mcp -- npx -y -- mandala-computer-mcp

Gemini CLI (gemini mcp add)

gemini mcp add -s user mcp npx -y -- mandala-computer-mcp

Verdict API

curl -s mcpindex.ai/api/v1/trust/server/io-github-mandalacomputer-mcp

Free-tier verdict as JSON: decision + dimensions + severity. Call it from your agent before it invokes a tool it just discovered.

Details

version: v0.17.0
category: Other
verdict expires: 2026-11-15
quality: 90 / 100
operator: mandalacomputer

Listing

Listed from the official MCP registry. Unclaimed by its maintainer. Maintainer? Verify it → · or email us →

Provenance

Each verdict is bound to a hash of the exact description it judged, so a re-crawl that changes the text produces a new record rather than silently inheriting this one. Verdict history is hash-chained and anchored to Bitcoin via OpenTimestamps (latest confirmed at block 972,115). Verify it yourself.

Links

Repository →Website →

Remote endpoint

https://app.mandala.computer/mcp