# io.github.taltal-beep/mcp-server-celery (pypi · mcp-server-celery)

Read-only Celery debugging: workers, queue depths and stuck-task diagnosis.

- Trust score: 64/100 (medium)
- Change this week: −15
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-04

## Components

- pypi · `mcp-server-celery`: 64/100 (this document), [markdown](https://verifymcp.io/servers/taltal-beep-mcp-server-celery/mcp-server-celery.md), [page](https://verifymcp.io/servers/taltal-beep-mcp-server-celery/mcp-server-celery)

## Channel facts

- Registry: `pypi`
- Package: `mcp-server-celery`
- Version: `0.1.0`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-04.

- **Supply Chain Security**: 50/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs uv_build at install time, a recognised build step with no custom scripting around it.
  - 4 of 52 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 97/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to taltal-beep/mcp-server-celery).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 15 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 64/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 138 tokens (~69/item across 2 items; 2 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### How do I install the io.github.taltal-beep/mcp-server-celery server?

io.github.taltal-beep/mcp-server-celery runs locally as a PyPI package, launched with uvx mcp-server-celery. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add taltal-beep-mcp-server-celery -- uvx mcp-server-celery
```

### Cursor

```json
{
  "mcpServers": {
    "taltal-beep-mcp-server-celery": {
      "command": "uvx",
      "args": [
        "mcp-server-celery"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "taltal-beep-mcp-server-celery": {
      "command": "uvx",
      "args": [
        "mcp-server-celery"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add taltal-beep-mcp-server-celery -- uvx mcp-server-celery
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "taltal-beep-mcp-server-celery": {
      "type": "local",
      "command": [
        "uvx",
        "mcp-server-celery"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add taltal-beep-mcp-server-celery --command uvx --arg mcp-server-celery
```

### Hermes

```yaml
mcp_servers:
  taltal-beep-mcp-server-celery:
    command: "uvx"
    args: ["mcp-server-celery"]
```

### Netclaw

```json
{
  "McpServers": {
    "taltal-beep-mcp-server-celery": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "mcp-server-celery"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add taltal-beep-mcp-server-celery -t stdio -c uvx -a mcp-server-celery
```

### Other

```json
{
  "mcpServers": {
    "taltal-beep-mcp-server-celery": {
      "command": "uvx",
      "args": [
        "mcp-server-celery"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-02 (score 64, −15)

- [security regression] Malware scan: pass → unverified

### 2026-10-31 (score 79, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-30 (score 64, +1)

- [security improvement] Known CVEs: partial → pass
- [functional] Dependency health: partial → 0.97

### 2026-10-29 (score 63, −16)

- [security regression] Malware scan: pass → unverified
- [security regression] Known CVEs: pass → partial
- [functional] Dependency health: 0.97 → partial

### 2026-10-27 (score 79, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-26 (score 64, −15)

- [security regression] Malware scan: pass → unverified

### 2026-10-22 (score 79, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-19 (score 64)

First indexed and scored.

## MCP tools (2)

### `list_workers` (~46 tokens)

List Workers

List workers that reply to broadcast, with pool, concurrency, uptime and the queues each consumes.

Input parameters:

- `timeout`: Seconds to wait for worker replies. Defaults to CELERY_INSPECT_TIMEOUT.

### `queue_depths` (~68 tokens)

Queue Depths

Count waiting messages per queue and show which workers consume each one. Works on RabbitMQ and Redis.

Input parameters:

- `queues`: Queue names to check. Defaults to configured queues plus every queue a worker consumes.
- `timeout`: Seconds to wait for worker replies. Defaults to CELERY_INSPECT_TIMEOUT.

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts. The full working is on the page: https://verifymcp.io/servers/taltal-beep-mcp-server-celery/mcp-server-celery#diagnostics

## Score history

- 2026-11-04: 64
- 2026-11-03: 64
- 2026-11-02: 64
- 2026-11-01: 79
- 2026-10-31: 79
- 2026-10-30: 64
- 2026-10-29: 63
- 2026-10-28: 79
- 2026-10-27: 79
- 2026-10-26: 64
- 2026-10-25: 79
- 2026-10-24: 79
- 2026-10-23: 79
- 2026-10-22: 79
- 2026-10-21: 64
- 2026-10-20: 64
- 2026-10-19: 64

## Common questions

### What is the io.github.taltal-beep/mcp-server-celery server?

io.github.taltal-beep/mcp-server-celery is listed in the public MCP registry as io.github.taltal-beep/mcp-server-celery. Read-only Celery debugging: workers, queue depths and stuck-task diagnosis. This page covers its PyPI package (mcp-server-celery).

### Is the io.github.taltal-beep/mcp-server-celery server safe to use?

io.github.taltal-beep/mcp-server-celery scores 64 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the io.github.taltal-beep/mcp-server-celery server expose?

io.github.taltal-beep/mcp-server-celery exposes 2 tools: list_workers, queue_depths. Their descriptions and schemas cost roughly 114 tokens of context every time the server is loaded.

### Is the io.github.taltal-beep/mcp-server-celery server still maintained?

io.github.taltal-beep/mcp-server-celery is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the io.github.taltal-beep/mcp-server-celery server under?

io.github.taltal-beep/mcp-server-celery declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/mcp-server-celery/
- Socket report: https://socket.dev/pypi/package/mcp-server-celery
- Repository: https://github.com/taltal-beep/mcp-server-celery
- Changelog RSS feed: https://verifymcp.io/servers/taltal-beep-mcp-server-celery/mcp-server-celery.xml
- Changelog JSON feed: https://verifymcp.io/servers/taltal-beep-mcp-server-celery/mcp-server-celery.json
- HTML version of this page: https://verifymcp.io/servers/taltal-beep-mcp-server-celery/mcp-server-celery