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Servosity/msp-skills/skills/mspbots/SKILL.md

mspbots

The first MSPbots tool anywhere - readable filters, alias-named resources, full exports, and the KPI history MSPbots itself doesn't keep. Trigger phrases: `pull the open tickets dataset from MSPbots`, `export MSPbots data to CSV`, `snapshot our MSPbots KPIs`, `is our ticket backlog up or down this week`, `what columns does this MSPbots dataset have`, `use mspbots`, `run mspbots-cli`.

Source repository stars
15
Declared platforms
0
Static risk flags
3
Last source update
2026-07-28
Source checked
2026-07-28

Decision brief

What it does—and where it fits

The first MSPbots tool anywhere - readable filters, alias-named resources, full exports, and the KPI history MSPbots itself doesn't keep. Trigger phrases: `pull the open tickets dataset from MSPbots`, `export MSPbots data to CSV`, `snapshot our MSPbots KPIs`, `is our ticket backlog up or down this week`, `what columns does this MSPbots dataset have`, `use m…

Best for

  • Reach for this CLI whenever MSP business-intelligence data living in MSPbots needs to leave the dashboard: piping ticket/SLA/utilization rows into scripts, capturing scheduled KPI snapshots for week-over-week reporting,…

Not for

  • Tasks that require unconfirmed production actions or broad system permissions.
  • Environments where the pinned source and install steps cannot be inspected.

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorNot declaredNo explicit evidencePortability before use
Gemini CLINot declaredNo explicit evidencePortability before use
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/Servosity/msp-skills --skill "skills/mspbots"
Safe inspection promptEditorial

Inspect the Agent Skill "mspbots" from https://github.com/Servosity/msp-skills/blob/30e109db0872897de0b88adb38d81d4c292da3ae/skills/mspbots/SKILL.md at commit 30e109db0872897de0b88adb38d81d4c292da3ae. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    Auth Setup

    MSPbots uses a raw API key sent as an apikey request header. An MSPbots admin creates the key in the MSPbots app under Settings → Public API (Add New Key, type Custom), flips the global Enable Public API toggle ON, and explicitly binds each dataset and widget the key may read. S…

    MSPbots uses a raw API key sent as an apikey request header. An MSPbots admin creates the key in the MSPbots app under Settings → Public API (Add New Key, type Custom), flips the global Enable Public API toggle ON, and…Run mspbots-cli doctor to verify setup.
  2. 02

    Prerequisites: Install the CLI

    This skill drives the mspbots-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:

    Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:Verify: mspbots-cli --versionEnsure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.
  3. 03

    When to Use This CLI

    Reach for this CLI whenever MSP business-intelligence data living in MSPbots needs to leave the dashboard: piping ticket/SLA/utilization rows into scripts, capturing scheduled KPI snapshots for week-over-week reporting, exporting full datasets to CSV for finance, or letting an A…

    Reach for this CLI whenever MSP business-intelligence data living in MSPbots needs to leave the dashboard: piping ticket/SLA/utilization rows into scripts, capturing scheduled KPI snapshots for week-over-week reporting,…
  4. 04

    Anti-triggers

    Do not use this CLI for: - Creating, rotating, or binding MSPbots API keys - that is UI-only (Settings → Public API) - Managing bots, dashboards, alerts, or any write operation inside MSPbots - the Public API is strictly read-only - Pulling PSA/RMM data that is not bound to your…

    Creating, rotating, or binding MSPbots API keys - that is UI-only (Settings → Public API)Managing bots, dashboards, alerts, or any write operation inside MSPbots - the Public API is strictly read-onlyPulling PSA/RMM data that is not bound to your key - bind it in MSPbots first, or use that tool's own API
  5. 05

    Unique Capabilities

    These capabilities aren't available in any other tool for this API.

    registry - Name your bound datasets and widgets once, then use readable aliases everywhere instead of 19-digit resource IDs.snapshot - Capture point-in-time copies of any dataset or widget into local SQLite - the history MSPbots doesn't keep.trend - Time-series and point-over-point deltas for any numeric column across stored snapshots.

Permission review

Static risk signals and limitations

Runs scripts

medium · line 9

The documentation asks the agent to run terminal commands or scripts.

npx -y @mvanhorn/printing-press-library install mspbots --cli-only

Runs scripts

medium · line 17

The documentation asks the agent to run terminal commands or scripts.

go install github.com/mvanhorn/printing-press-library/library/monitoring/mspbots/cmd/mspbots-cli@latest

Network access

medium · line 130

The documentation includes network, browsing, or remote request actions.

The CLI compiles readable operators into MSPbots' comma-encoded query DSL and URL-encodes spaced column names.

Sends data out

high · line 212

The documentation includes sending, uploading, or posting data to a remote service.

| `webhook:<url>` | POST the output body to the URL (`application/json` or `application/x-ndjson` when `--compact`) |

Network access

medium · line 212

The documentation includes network, browsing, or remote request actions.

| `webhook:<url>` | POST the output body to the URL (`application/json` or `application/x-ndjson` when `--compact`) |

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score83/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars15SourceRepository attention, not individual Skill quality
Compatibility0 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
Servosity/msp-skills
Skill path
skills/mspbots/SKILL.md
Commit
30e109db0872897de0b88adb38d81d4c292da3ae
License
NOASSERTION
Collected
2026-07-28
Default branch
main
View the original SKILL.md

MSPbots - Printing Press CLI

Prerequisites: Install the CLI

This skill drives the mspbots-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:

  1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:
    npx -y @mvanhorn/printing-press-library install mspbots --cli-only
    
  2. Verify: mspbots-cli --version
  3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

If the npx install fails (no Node, offline, etc.), fall back to a direct Go install (requires Go 1.26.4 or newer). This installs into $GOPATH/bin (default $HOME/go/bin), so add that directory to $PATH instead:

go install github.com/mvanhorn/printing-press-library/library/monitoring/mspbots/cmd/mspbots-cli@latest

If --version reports "command not found" after install, the runtime cannot see the binary directory on $PATH. Do not proceed with skill commands until verification succeeds.

MSPbots' Public API shares your BI datasets and widgets but ships with 19-digit IDs, a comma-encoded filter DSL, manual pagination, and no history. This CLI turns a shared API key into a usable data faucet: register aliases once, filter with readable predicates, export whole tables in one command, and snapshot KPIs into local SQLite for diffs and trends no MSPbots surface can show.

When to Use This CLI

Reach for this CLI whenever MSP business-intelligence data living in MSPbots needs to leave the dashboard: piping ticket/SLA/utilization rows into scripts, capturing scheduled KPI snapshots for week-over-week reporting, exporting full datasets to CSV for finance, or letting an AI agent answer service-desk questions from real data. It is the only programmatic MSPbots surface that exists.

Anti-triggers

Do not use this CLI for:

  • Creating, rotating, or binding MSPbots API keys - that is UI-only (Settings → Public API)
  • Managing bots, dashboards, alerts, or any write operation inside MSPbots - the Public API is strictly read-only
  • Pulling PSA/RMM data that is not bound to your key - bind it in MSPbots first, or use that tool's own API
  • Reading widgets built with measure or calculate layers - the Public API does not support them

Unique Capabilities

These capabilities aren't available in any other tool for this API.

Local state that compounds

  • registry - Name your bound datasets and widgets once, then use readable aliases everywhere instead of 19-digit resource IDs.

    Agents and scripts can address resources by stable, human-readable names instead of copy-pasted snowflake IDs.

    mspbots-cli registry add <alias> <resourceId> --type dataset
    
  • snapshot - Capture point-in-time copies of any dataset or widget into local SQLite - the history MSPbots doesn't keep.

    Run it on a schedule and every later question about "how has this changed" becomes answerable offline.

    mspbots-cli snapshot <alias>
    
  • trend - Time-series and point-over-point deltas for any numeric column across stored snapshots.

    Answers "is this KPI up or down since last week" - the question the live API structurally cannot answer.

    mspbots-cli trend <alias> --column "Open Count"
    
  • diff - Row-level added/removed/changed comparison between two stored snapshots of the same resource.

    Shows exactly which tickets entered or left a queue between two captures, not just the count.

    mspbots-cli diff <alias>
    

Agent-native plumbing

  • pull - Write filters like "Update Date >= 2026-05-29" and the CLI compiles them into MSPbots' comma-encoded operator DSL.

    Reach for this instead of hand-building query strings; it handles operator encoding, spaces in column names, and URL-escaping.

    mspbots-cli pull <alias> --where "Update Date >= 2026-05-29" --where "Status = Open" --json
    
  • export - Dump an entire dataset or widget to CSV or JSONL, walking every page automatically.

    One command replaces a babysat pagination loop when feeding spreadsheets or downstream pipelines.

    mspbots-cli export <alias> --format csv
    
  • describe - Sample live rows and infer the column names and types of a dataset or widget.

    Run it before building --where filters so column names and types are known instead of guessed.

    mspbots-cli describe <alias>
    

Command Reference

dataset - Fetch rows of datasets bound to your Public API key

  • mspbots-cli dataset <resourceId> - Fetch one page of rows from a dataset bound to your API key

widget - Fetch data of widgets bound to your Public API key

  • mspbots-cli widget <resourceId> - Fetch one page of data from a bound widget (widgets with measure or calculate layers are not supported by the Public

Finding the right command

When you know what you want to do but not which command does it, ask the CLI directly:

mspbots-cli which "<capability in your own words>"

which resolves a natural-language capability query to the best matching command from this CLI's curated feature index. Exit code 0 means at least one match; exit code 2 means no confident match - fall back to --help or use a narrower query.

Recipes

Register and pull a shared dataset

mspbots-cli registry add <alias> <resourceId> --type dataset

One-time alias setup; every later command addresses the resource by its alias.

Filtered pull with readable predicates

mspbots-cli pull <alias> --where "Update Date >= 2026-05-01" --where "Status = Open" --json

The CLI compiles readable operators into MSPbots' comma-encoded query DSL and URL-encodes spaced column names.

Agent-shaped KPI read

mspbots-cli pull <alias> --agent --select row_count,rows

Returns only the row count and rows fields in agent-envelope JSON - bounded context for LLM consumption.

Full CSV export for finance

mspbots-cli export <alias> --format csv

Walks every page via current/size automatically and streams one clean CSV.

Week-over-week KPI movement

mspbots-cli trend <alias> --column "Open Count"

Aggregates the column across stored snapshots; pair with a scheduled snapshot to keep the series growing.

Auth Setup

MSPbots uses a raw API key sent as an apikey request header. An MSPbots admin creates the key in the MSPbots app under Settings → Public API (Add New Key, type Custom), flips the global Enable Public API toggle ON, and explicitly binds each dataset and widget the key may read. Set the key in your environment as MSPBOTS_API_KEY. Every endpoint is read-only; a key can never write anything. If a pull returns "resource unbound", the dataset or widget has not been bound to your key - that binding happens in the MSPbots UI, not in this CLI.

Run mspbots-cli doctor to verify setup.

Agent Mode

Add --agent to any command. Expands to: --json --compact --no-input --no-color --yes.

  • Pipeable - JSON on stdout, errors on stderr

  • Filterable - --select keeps a subset of fields. Dotted paths descend into nested structures; arrays traverse element-wise. Critical for keeping context small on verbose APIs:

    mspbots-cli dataset <id> --agent --select id,name,status
    
  • Previewable - --dry-run shows the request without sending

  • Offline-friendly - sync/search commands can use the local SQLite store when available

  • Non-interactive - never prompts, every input is a flag

  • Read-only - do not use this CLI for create, update, delete, publish, comment, upvote, invite, order, send, or other mutating requests

Response envelope

Commands that read from the local store or the API wrap output in a provenance envelope:

{
  "meta": {"source": "live" | "local", "synced_at": "...", "reason": "..."},
  "results": <data>
}

Parse .results for data and .meta.source to know whether it's live or local. A human-readable N results (live) summary is printed to stderr only when stdout is a terminal AND no machine-format flag (--json, --csv, --compact, --quiet, --plain, --select) is set - piped/agent consumers and explicit-format runs get pure JSON on stdout.

Agent Feedback

When you (or the agent) notice something off about this CLI, record it:

mspbots-cli feedback "the --since flag is inclusive but docs say exclusive"
mspbots-cli feedback --stdin < notes.txt
mspbots-cli feedback list --json --limit 10

Entries are stored locally at ~/.local/share/mspbots-cli/feedback.jsonl. They are never POSTed unless MSPBOTS_FEEDBACK_ENDPOINT is set AND either --send is passed or MSPBOTS_FEEDBACK_AUTO_SEND=true. Default behavior is local-only.

Write what surprised you, not a bug report. Short, specific, one line: that is the part that compounds.

Output Delivery

Every command accepts --deliver <sink>. The output goes to the named sink in addition to (or instead of) stdout, so agents can route command results without hand-piping. Three sinks are supported:

SinkEffect
stdoutDefault; write to stdout only
file:<path>Atomically write output to <path> (tmp + rename)
webhook:<url>POST the output body to the URL (application/json or application/x-ndjson when --compact)

Unknown schemes are refused with a structured error naming the supported set. Webhook failures return non-zero and log the URL + HTTP status on stderr.

Named Profiles

A profile is a saved set of flag values, reused across invocations. Use it when a scheduled agent calls the same command every run with the same configuration - HeyGen's "Beacon" pattern.

mspbots-cli profile save briefing --json
mspbots-cli --profile briefing dataset <id>
mspbots-cli profile list --json
mspbots-cli profile show briefing
mspbots-cli profile delete briefing --yes

Explicit flags always win over profile values; profile values win over defaults. agent-context lists all available profiles under available_profiles so introspecting agents discover them at runtime.

Exit Codes

CodeMeaning
0Success
2Usage error (wrong arguments)
3Resource not found
4Authentication required
5API error (upstream issue)
7Rate limited (wait and retry)
10Config error

Argument Parsing

Parse $ARGUMENTS:

  1. Empty, help, or --help → show mspbots-cli --help output
  2. Starts with install → ends with mcp → MCP installation; otherwise → see Prerequisites above
  3. Anything else → Direct Use (execute as CLI command with --agent)

MCP Server Installation

  1. Install the MCP server:
    go install github.com/mvanhorn/printing-press-library/library/monitoring/mspbots/cmd/mspbots-mcp@latest
    
  2. Register with Claude Code:
    claude mcp add mspbots-mcp -- mspbots-mcp
    
  3. Verify: claude mcp list

Direct Use

  1. Check if installed: which mspbots-cli If not found, offer to install (see Prerequisites at the top of this skill).
  2. Match the user query to the best command from the Unique Capabilities and Command Reference above.
  3. Execute with the --agent flag:
    mspbots-cli <command> [subcommand] [args] --agent
    
  4. If ambiguous, drill into subcommand help: mspbots-cli <command> --help.

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