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Proxmox MCP Server

by teomarcdhio

Proxmox MCP Server

A read-only MCP (Model Context Protocol) server that allows LLM agents to interact with your Proxmox homelab VMs.

Features

  • πŸ“‹ List all VMs and containers across your Proxmox cluster

  • πŸ” Get detailed VM information including hardware specs, network config, and disks

  • πŸ“Š Monitor VM status with real-time CPU, memory, and I/O metrics

  • πŸ“ˆ Historical metrics with hourly, daily, weekly, monthly, or yearly data

  • πŸ“Έ List VM snapshots to see backup points

  • πŸ–₯️ Cluster overview with node status and aggregate resources

All operations are read-only - your VMs are safe!

Related MCP server: Proxmox MCP Server

Quick Start

1. Install UV (if not already installed)

curl -LsSf https://astral.sh/uv/install.sh | sh

2. Configure Proxmox credentials

cp .env.example .env
# Edit .env with your Proxmox details

3. Create a read-only API token in Proxmox

  1. Go to Datacenter β†’ Permissions β†’ API Tokens

  2. Click Add

  3. Select a user (or create a new one with PVEAuditor role)

  4. Set Token ID (e.g., homelab-mcp)

  5. Uncheck "Privilege Separation" if using an auditor user

  6. Copy the token secret (shown only once!)

# SSH to your Proxmox server
pveum user add mcp-reader@pve
pveum acl modify / -user mcp-reader@pve -role PVEAuditor
pveum user token add mcp-reader@pve proxmox-mcp

4. Run the server

cd proxmox-mcp

# SSE mode (recommended for remote access)
uv run proxmox-mcp --transport sse

# Or stdio mode (for local VS Code/CLI usage)
uv run proxmox-mcp --transport stdio

Alternative: Install globally with pip

pip install -e .
proxmox-mcp --transport sse

Available Tools

Tool

Description

list_vms

List all VMs and containers with basic info

get_vm_info

Get detailed VM configuration and specs

get_vm_status

Get current runtime status and metrics

get_vm_metrics

Get historical performance data

get_vm_filesystem_info

Get disk space from inside a VM (requires guest agent)

list_nodes

List all Proxmox nodes

list_vm_snapshots

List snapshots for a VM

get_cluster_status

Get cluster health and totals

Configuration

All settings can be configured via environment variables or a .env file:

Variable

Description

Default

PROXMOX_HOST

Proxmox server hostname/IP

localhost

PROXMOX_PORT

Proxmox API port

8006

PROXMOX_VERIFY_SSL

Verify SSL certificates

false

PROXMOX_API_TOKEN_ID

API token ID (user@realm!tokenid)

-

PROXMOX_API_TOKEN_SECRET

API token secret

-

MCP_SERVER_HOST

SSE server bind address

0.0.0.0

MCP_SERVER_PORT

SSE server port

8080

Using with LLM Clients

VS Code with GitHub Copilot

Add to your VS Code settings.json or user mcp.json:

{
  "servers": {
    "proxmox": {
      "url": "http://your-server:8080/sse"
    }
  }
}

Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "proxmox": {
      "url": "http://your-server:8080/sse"
    }
  }
}

Local stdio mode

For local usage, you can run with stdio transport:

{
  "mcpServers": {
    "proxmox": {
      "command": "uv",
      "args": [
        "run",
        "--directory", "/path/to/proxmox-mcp",
        "proxmox-mcp",
        "--transport", "stdio"
      ]
    }
  }
}

Example Queries

Once connected, you can ask your LLM:

  • "List all my VMs"

  • "What's the status of VM 100?"

  • "Show me the CPU usage history for my plex server"

  • "Which VMs are currently stopped?"

  • "How much memory is my cluster using?"

Security Notes

  1. Use API tokens instead of username/password

  2. Use the PVEAuditor role for true read-only access

  3. Run behind a reverse proxy with HTTPS in production

  4. Firewall the MCP port to trusted networks only

Development

cd proxmox-mcp

# Install dev dependencies
uv sync --extra dev

# Run tests
uv run pytest

# Lint
uv run ruff check src/

License

MIT

Available Tools

8 tools
get_cluster_statusA

Get overall Proxmox cluster status and health.

Returns:

  • Cluster name and quorum status

  • List of all nodes with their status

  • Total resources (CPU, memory, storage)

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description carries full burden. It effectively discloses return structure (cluster name, quorum status, node list, total resources), though it omits explicit safety/side-effect statements (implied by 'Get').

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Optimal structure: single purpose sentence followed by bullet-point return value documentation. Every element conveys necessary information without redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Complements the existing output schema well by summarizing the key data fields returned. Adequate for a parameterless read operation, though explicit idempotency or caching notes would perfect it.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Zero parameters present, meeting the baseline expectation. No parameter semantics needed or provided, which is appropriate for an empty schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States specific verb ('Get') and resource ('Proxmox cluster status and health'), clearly distinguishing from VM-focused siblings (get_vm_*, list_vms) by emphasizing cluster-wide scope and quorum concepts.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides implied usage through specificity ('overall cluster status'), but lacks explicit guidance on when to prefer this over list_nodes or how it differs from aggregating individual node statuses.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_vm_filesystem_infoA

Get filesystem/disk space information from inside a VM using the QEMU guest agent.

This requires the qemu-guest-agent to be installed and running inside the VM. Install it with: apt install qemu-guest-agent (Debian/Ubuntu) or yum install qemu-guest-agent (RHEL/CentOS)

Args: vmid: The VM ID node: The Proxmox node name (optional, will auto-detect)

Returns filesystem information including:

  • Mount points

  • Total size

  • Used space

  • Free space

  • Filesystem type

ParametersJSON Schema
NameRequiredDescriptionDefault
vmidYes
nodeNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description carries full burden. It successfully discloses the external dependency (QEMU guest agent), installation requirements, and enumerates return fields (mount points, total size, used/free space, filesystem type). Could be improved by describing error behavior when the agent is unavailable.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well-structured with clear sections (purpose, prerequisites, args, returns). Front-loaded with the core action. Installation commands are slightly verbose but provide necessary troubleshooting context. The 'Args:' and 'Returns:' sections effectively compensate for the undescribed schema without excessive wordiness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given zero annotations and zero schema description coverage, the description successfully covers the critical prerequisite (guest agent), parameter meanings, and output structure. The context signals indicate an output schema exists, so the description appropriately summarizes rather than exhaustively documents return values.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema has 0% description coverage, requiring full compensation by the description. The text adequately documents both parameters: 'vmid: The VM ID' and 'node: The Proxmox node name (optional, will auto-detect)'. This provides sufficient semantic meaning for the agent to understand parameter purposes, though it lacks format constraints or examples.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Excellent specificity with verb 'Get' + resource 'filesystem/disk space information from inside a VM' + mechanism 'using the QEMU guest agent'. The mention of the guest agent clearly distinguishes this from sibling tools like get_vm_info or get_vm_metrics which likely operate at the hypervisor level.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Strong prerequisite disclosure: explicitly states 'requires the qemu-guest-agent to be installed and running' and provides installation commands for Debian/Ubuntu and RHEL/CentOS. This effectively signals when the tool will/won't work. Lacks explicit mention of alternatives if the agent is unavailable.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_vm_infoA

Get detailed information about a specific VM or container.

Args: vmid: The VM or container ID (e.g., 100, 101) node: The Proxmox node name. If not provided, will search all nodes.

Returns detailed configuration including:

  • Hardware: CPU, memory, disks, network interfaces

  • Settings: Boot order, OS type, description

  • Status: Current state, uptime, resource usage

ParametersJSON Schema
NameRequiredDescriptionDefault
vmidYes
nodeNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description carries full disclosure burden. Effectively documents search behavior (cross-node when node omitted) and return structure (hardware, settings, status categories). Missing explicit safety confirmation (read-only nature) or performance notes about cross-node searches.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well-structured with clear Args/Returns sections. Front-loaded purpose statement followed by parameter details and structured return value list. Every element provides value; no redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given output schema exists, the detailed return value list is helpful bonus context rather than required. Parameter documentation is complete despite empty schema. Sufficient for a 2-parameter read operation, though could mention Proxmox platform context explicitly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema has 0% description coverage (titles only). Description fully compensates by providing concrete example for vmid ('100, 101') and clear behavioral semantics for node ('If not provided, will search all nodes'). Adds essential context missing from schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States specific action ('Get detailed information') and resource ('specific VM or container'). Implicitly distinguishes from sibling list_vms (single vs list) and get_vm_status (detailed config vs simple status) by emphasizing 'detailed configuration' including hardware, settings, and status.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides useful guidance that omitting 'node' parameter searches all nodes, but lacks explicit comparison to siblings like get_vm_status or get_vm_metrics. Does not clarify when to use this comprehensive tool versus narrower alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_vm_metricsA

Get historical metrics/performance data for a VM.

Args: vmid: The VM or container ID node: The Proxmox node name (optional) timeframe: Time range for metrics - one of: - 'hour': Last hour (default) - 'day': Last 24 hours - 'week': Last 7 days - 'month': Last 30 days - 'year': Last year

Returns time-series data including:

  • CPU usage over time

  • Memory usage over time

  • Network I/O over time

  • Disk I/O over time

ParametersJSON Schema
NameRequiredDescriptionDefault
vmidYes
nodeNo
timeframeNohour

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full disclosure burden. It successfully documents the return structure (time-series data for CPU, Memory, Network, Disk I/O) and timeframe granularity options. It could improve by mentioning data aggregation behavior or error conditions for invalid VM IDs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured with clear Args and Returns sections. Every sentence adds valueβ€”purpose is front-loaded, parameter details are precise, and output specification is comprehensive without verbosity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 3-parameter tool with zero schema annotations, the description is nearly complete. It covers inputs and outputs effectively. A minor gap is the lack of behavioral context regarding data resolution or potential latency when querying large timeframes like 'year'.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Given 0% schema description coverage, the description provides essential compensation by fully documenting all three parameters: vmid (VM or container ID), node (optional Proxmox node name), and timeframe (with complete enum descriptions and default value noted).

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a clear, specific purpose: 'Get historical metrics/performance data for a VM.' The verb 'Get' and resource 'historical metrics/performance data' distinctly differentiate this tool from siblings like get_vm_status (current state) and get_vm_info (configuration).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The word 'historical' implies the intended use case (trend analysis vs. point-in-time status), but there is no explicit guidance on when to choose this over get_vm_status or get_vm_info, nor any mention of prerequisites like VM existence.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_vm_statusB

Get the current runtime status of a VM or container.

Args: vmid: The VM or container ID node: The Proxmox node name (optional, will auto-detect)

Returns:

  • status: running, stopped, paused, etc.

  • uptime: How long the VM has been running

  • cpu: Current CPU usage percentage

  • memory: Current memory usage

  • network I/O stats

  • disk I/O stats

ParametersJSON Schema
NameRequiredDescriptionDefault
vmidYes
nodeNo

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

B3.3/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, description carries full burden. It successfully documents the auto-detect behavior for the node parameter and lists return fields (status, uptime, CPU, etc.). However, it lacks safety disclosure (read-only vs destructive), error handling, or performance characteristics.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well-structured with clear Args/Returns sections. First sentence establishes purpose efficiently. The Returns section may be redundant given context signals indicate an output schema exists, but it provides readable summary.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Adequate for a 2-parameter tool with simple types. Covers parameter semantics and return values, but lacks safety annotations (readOnlyHint equivalent) or error scenarios that would help an agent handle failures gracefully.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema has 0% description coverage (only titles 'Vmid', 'Node'). Description compensates by defining vmid as 'The VM or container ID' and node as 'The Proxmox node name (optional, will auto-detect)', clarifying optionality and behavior.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States specific action 'Get' and resource 'current runtime status of a VM or container'. The term 'runtime' helps distinguish from sibling get_vm_info (likely static configuration), though it doesn't explicitly contrast with get_vm_metrics.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this versus siblings like get_vm_metrics or get_vm_info. No prerequisites or conditions mentioned (e.g., VM must exist, requires monitoring permissions).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_nodesA

List all Proxmox nodes in the cluster.

Returns information about each node including:

  • Node name and status

  • CPU and memory resources

  • Running VMs count

  • Uptime

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure. It effectively describes what information is returned (node name, status, resources, uptime), but does not explicitly state safety characteristics (read-only, non-destructive) or performance constraints despite being a zero-parameter query operation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is efficiently structured with a clear purpose statement followed by a bulleted list of return values. Every sentence earns its place with no redundancy or extraneous information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (zero parameters) and the existence of an output schema, the description provides adequate completeness by summarizing the key returned fields. It appropriately focuses on scope clarification rather than parameter documentation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero input parameters, which establishes a baseline score of 4. The description correctly implies no filtering or configuration is needed for this cluster-wide list operation, consistent with the empty input schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the specific action (List) and resource (Proxmox nodes in the cluster), distinguishing it from sibling tools like list_vms (virtual machines) and get_cluster_status (overall status vs individual node details).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

While there are no explicit when-to-use or when-not-to-use statements, the detailed list of returned fields (CPU, memory, VM count) implies appropriate use cases for resource monitoring and node inventory. However, it does not explicitly compare against alternatives like get_cluster_status.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_vmsA

List all VMs and containers across all Proxmox nodes.

Returns a list of all virtual machines and LXC containers with their basic information including:

  • vmid: The VM/container ID

  • name: The VM/container name

  • status: Current status (running, stopped, etc.)

  • node: The Proxmox node hosting this VM

  • type: 'qemu' for VMs or 'lxc' for containers

  • cpu: Number of CPUs

  • maxmem: Maximum memory in bytes

  • maxdisk: Maximum disk size in bytes

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden and comprehensively documents the return structure (specific fields like vmid, type, maxmem). However, it omits operational context such as potential performance implications of listing all resources or required permissions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is efficiently structured with a clear purpose statement followed by a detailed breakdown of return fields. No sentences are wasted; the content is front-loaded and information-dense.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given that an output schema exists and the tool has zero parameters, the description provides complete coverage by detailing the return structure and clearly defining the tool's scope relative to the Proxmox environment.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema contains zero parameters, establishing a baseline of 4. The description correctly requires no additional parameter documentation since the tool accepts no arguments.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('List') and scope ('all VMs and containers across all Proxmox nodes'), effectively distinguishing it from sibling tools like get_vm_info (single item retrieval) and list_nodes (infrastructure rather than workloads).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

While the description implies bulk enumeration use cases through phrases like 'all VMs' and 'across all nodes', it lacks explicit guidance on when to prefer this over get_vm_info for specific VM details or performance considerations when listing large clusters.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_vm_snapshotsA

List all snapshots for a VM.

Args: vmid: The VM ID node: The Proxmox node name (optional, will auto-detect)

Returns list of snapshots with:

  • Snapshot name and description

  • Creation time

  • Whether it includes RAM state

ParametersJSON Schema
NameRequiredDescriptionDefault
vmidYes
nodeNo

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden. It successfully documents the output structure (name, description, creation time, RAM state) and mentions the auto-detect behavior for the node parameter. However, it lacks operational details like error handling, performance characteristics, or confirmation that this is a read-only operation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is perfectly structured with clear 'Args:' and 'Returns:' sections, uses bullet points for the output fields, and contains zero wasted words. The purpose statement is front-loaded in the first sentence.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with 2 parameters and simple output, the description is appropriately complete. It documents inputs (compensating for empty schema) and outputs (despite existence of output schema), providing sufficient information for invocation. It could be improved by mentioning error cases (e.g., VM not found).

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Given 0% schema description coverage, the description effectively compensates by documenting both parameters: 'vmid' is identified as 'The VM ID' and 'node' is explained as 'The Proxmox node name' with the critical behavioral note that it is optional and 'will auto-detect'. This adds necessary context missing from the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('List') and resource ('snapshots for a VM'), making the tool's function immediately obvious. However, it does not explicitly differentiate from siblings like 'get_vm_info' or 'get_vm_status' which also retrieve VM-related data.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives (e.g., when to use 'get_vm_status' instead). While the return value description implies it's for historical snapshot inspection, there are no explicit when/when-not recommendations.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

TDQS

A3.8/5.0
Disambiguation4/5

Most tools have distinct purposes, but there is notable overlap between get_vm_info and get_vm_status, which both provide VM status details, potentially causing confusion. The other tools are clearly differentiated, such as list_vms for listing all VMs and get_vm_metrics for historical performance data.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern with underscores, such as get_cluster_status, list_vms, and get_vm_info. This predictable naming scheme makes it easy for agents to understand and use the tools without confusion.

Tool Count4/5

With 8 tools, the count is reasonable for a Proxmox server, covering core monitoring and listing functions. However, it lacks management tools like start/stop VMs or create snapshots, which slightly reduces appropriateness for a full-featured server.

Completeness3/5

The toolset covers read-only operations well, including status, info, metrics, and listings for clusters, nodes, VMs, and snapshots. However, there are significant gaps in management actions, such as creating, updating, or deleting VMs or snapshots, which limits agent workflows in this domain.

Maintenance

ActivityInactive
ResponsivenessNo issues

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