MCP.Market

Agenthub Monitor MCP server

by NEVELSK65·io.github.NEVELSK65/agenthub-monitor·v1.0.0
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Renders a pipeline DAG and test-harness dashboard inline as an MCP App

B80/100grade B
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Safety scan
B80/100

full report

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If you have run it, two minutes of your experience saves the next person an afternoon.

Agenthub Monitor tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-10-15 · same rubric, same numbers if you re-run it

no findings
  • –Code scanpackage could not be scannedn/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 38 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Agenthub Monitor compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
80/100
higher than 60% of 48,243 servers

Install Agenthub Monitor in Claude Code, Cursor or VS Code

The registry entry has no remote endpoint or installable package.

What the publisher says

From the Agenthub Monitor repository's README, as published. We do not edit it. Read it on GitHub

AgentHub Monitor

An MCP App server: it renders an interactive pipeline dashboard inside the host window (Claude Desktop, Claude Code, and other MCP App–capable clients) instead of returning a wall of text.

The dashboard shows two things side by side:

  • DAG state — nodes of a pipeline run, grouped into waves, each with its own status.
  • Harness metrics — scenario pass rate, critical failures, accumulated cost and latency.

Point it at your own pipeline's JSON export and it becomes a live view of your runs. With no configuration it serves a built-in sample, so the UI is useful the moment you install it.

Tools

triggeraction does not execute anything.** It annotates the server's in-memory state so the dashboard can show that an action was requested. This server runs no commands, spawns no processes, and makes no network calls.

Install

Requires Python 3.10+. No third-party dependencies.

git clone https://github.com/NEVELSK65/mcp-agenthub-monitor.git
cd mcp-agenthub-monitor
python3 -m unittest discover -s tests    # optional: verify

Configure

Add to your MCP client configuration:

{
  "mcpServers": {
    "agenthub-monitor": {
      "command": "python3",
      "args": ["/absolute/path/to/mcp-agenthub-monitor/server.py"],
      "env": {
        "AGENTHUB_STATE_FILE": "/absolute/path/to/your/pipeline-state.json"
      }
    }
  }
}

AGENTHUBSTATEFILE is optional. Without it the server returns sample data, flagged with issampledata: true so it is never mistaken for a real run.

State file format

Write this JSON from your own CI, orchestrator, or test harness:

{
  "dag": {
    "title": "Nightly build",
    "total_nodes": 6,
    "completed_nodes": 4,
    "waves": 3,
    "node_states": {
      "node_01_checkout": "COMPLETED",
      "node_02_unit_tests": "COMPLETED",
      "node_03_integration": "RUNNING",
      "node_04_security_scan": "PENDING"
    }
  },
  "harness": {
    "pass_rate_pct": 93.75,
    "total_scenarios": 16,
    "passed_scenarios": 15,
    "critical_failures": 0,
    "total_cost_usd": 0.112,
    "total_latency_ms": 41700
  },
  "log": "Integration stage in progress."
}

The file is re-read on every tool call, so the dashboard reflects whatever your pipeline last wrote. Node status strings are passed through to the UI as-is; COMPLETED, RUNNING, PENDING and FAILED get distinct colours.

Resource

The UI is exposed as an MCP resource at ui://agenthub/mcp-app.html with MIME type text/html;profile=mcp-app. Hosts that support MCP Apps render it inline; hosts that do not can still read it as an HTML document.

Privacy

The server reads one local file (the one you name in AGENTHUBSTATEFILE) and sends nothing anywhere. See PRIVACY.md.

License

MIT — see LICENSE.

Nothing above is checked by us. What we check is on the safety report.

Grade history

  • 2026-10-15downgradeA → Bscore 80

Agenthub Monitor: common questions

Is Agenthub Monitor MCP server safe?
Mostly: it is graded B (80/100). Read the Agenthub Monitor safety report
Does Agenthub Monitor need an API key?
No secret keys are declared. It reads 1 setting from the environment.
Is Agenthub Monitor maintained?
The last commit was 59 days ago (2026-09-07). The latest release is v1.0.0.
What can I use instead of Agenthub Monitor?
Servers from other publishers that do the same job: PartCAD MCP server.

Alternatives to Agenthub Monitor

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