Autotask Tool Discovery SKILL.md skillA
Autotask Tool Discovery from wyre-ai/msp-claude-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wyre-ai/msp-claude-plugins/Autotask Tool Discovery@git:20260804.aeca8edPins git:20260804.aeca8ed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wyre-ai/msp-claude-plugins
- Path
msp-claude-plugins/kaseya/autotask/skills/tool-discovery/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260804.aeca8ed, committed Aug 4, 2026
- First version recorded
- Mar 10, 2026
- Size
- 6,894 bytes
- Repository stars
- 52
- License
- Apache-2.0
The Autotask MCP lazy-loading pattern - four meta-tools (list_categories, list_category_tools, execute_tool, router) that expose the full 39+ tool catalog progressively instead of loading every tool schema upfront, plus the natural-language router for intent-based tool lookup.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Autotask Tool Discovery & Lazy Loading ## Overview The Autotask MCP server can run in **lazy loading mode**, where only 4 meta-tools are exposed initially instead of all 39+ tools. This is common on remote MCP connections (e.g., Claude.ai connectors) where loading all tool schemas upfront would be expensive. If you can see Autotask tools listed but can't call them, or if only a few Autotask tools appear — use this progressive discovery pattern. ## Anti-triggers - **Authentication failures, zone errors, or malformed queries** — these also present as "Autotask isn't working", but they are API problems, not discovery problems; use `autotask-api-patterns`. - **A tool that runs and returns an empty result** — usually a filter or a picklist ID that does not exist in the tenant; use `autotask-api-patterns` or `autotask-picklists`. ## Available Meta-Tools When lazy loading is active, these 4 tools are always available: | Meta-Tool | Purpose | |-----------|---------| | `autotask_list_categories` | List all tool categories with descriptions | | `autotask_list_category_tools` | Get full tool schemas for a category | …
Read the whole file at its exact version.
How to install
mdr add wyre-ai/msp-claude-plugins/Autotask Tool Discovery@sha256:e77adef68aab772aThe line at the top of this page pins the label git:20260804.aeca8ed, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_rm36rjvogvkf4rbu)
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Versions
The registry has recorded 5 versions of this file, between Mar 10, 2026 and Aug 4, 2026, about one every 37 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260804.aeca8ed latest | 2026-08-04 | aeca8ed | 6,894 B | A | view · diff |
| git:20260728.b7e78fc | 2026-07-28 | b7e78fc | 6,493 B | A | view · diff |
| git:20260713.1fbd3f3 | 2026-07-13 | 1fbd3f3 | 6,579 B | A | view · diff |
| git:20260405.09d00fc | 2026-04-05 | 09d00fc | 6,591 B | A | view · diff |
| git:20260310.3e975ad | 2026-03-10 | 3e975ad | 6,365 B | B | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6894 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
wyre-ai/msp-claude-plugins · 52 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rm36rjvogvkf4rbu GET https://markdownregistry.com/api/v1/resolve?ref=wyre-ai/msp-claude-plugins/Autotask Tool Discovery GET https://markdownregistry.com/api/v1/blob/e77adef68aab772ab13c13539284749ef838c0beff400dea86d7d33036caea69
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.