StudioMeyer Academy
NPM · MCP-ACADEMY · 2 COMPONENTS · SCANNED AUG 3
Free Memory-First AI Operator course as an MCP server. Bundled curriculum, no account needed.
Available components
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. How we score →
Supply Chain Security86
- No malware found by supply-chain analysis.Pass
- Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.Partial
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 63 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability66
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 1007 tokens (~83/item across 12 items; 12 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management23
- Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage90
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 71% of tool parameters carry a description.Partial
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
npm · mcp-academy
claude mcp add io-studiomeyer-academy -- npx -y mcp-academy
codex mcp add io-studiomeyer-academy -- npx -y mcp-academy
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"io-studiomeyer-academy": {
"type": "local",
"command": [
"npx",
"-y",
"mcp-academy"
],
"enabled": true
}
}
} openclaw mcp add io-studiomeyer-academy --command npx --arg -y --arg mcp-academy
mcp_servers:
io-studiomeyer-academy:
command: "npx"
args: ["-y", "mcp-academy"] {
"mcpServers": {
"io-studiomeyer-academy": {
"command": "npx",
"args": [
"-y",
"mcp-academy"
]
}
}
} Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 2 Aug 26 +45
- Provenance: unverified → fail ▼ security
- Install scripts: unverified → pass ▲ security
- Known CVEs: unverified → partial ▲ security
- Malware scan: unverified → pass ▲ security
- Stability: unverified → 0.20 ▲ functional
- Dependency health: unverified → partial ▲ functional
- License: unverified → pass ▲ functional
- Maintenance: unverified → pass ▲ functional
- MCP protocol: unverified → pass ▲ functional
- Schema quality: unverified → good ▲ functional
- Licence: MIT functional
- 31 Jul 26 −25
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 27 Jul 26 45
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Analysed npm/[email protected]
Provenance none
Ecosystem: npm · Outcome: none
Dependencies 94 packages
94 packages in the resolved dependency tree · 94 deprecated · 29 stale.
The dependency tree was only partially resolved, so these counts may be incomplete.
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
academy_lesson ~106
Get the FULL text of one lesson. Teach it to the user: explain it in your own words, answer questions, give examples. This is how a user 'takes the course' with you as tutor.
| Name | Type | Req | Description |
|---|---|---|---|
| level | number | yes | — |
| locale | string | — | Language. de=German, en=English, es=Spanish. Default en. |
| slug | string | yes | Lesson slug, e.g. "01-was-ist-ai" (from academy_lessons) |
No output schema declared.
No examples provided.
academy_lessons ~69
List all lessons in a level (titles, descriptions, duration). No body — call academy_lesson for the full text.
| Name | Type | Req | Description |
|---|---|---|---|
| level | number | yes | Level 1-6 |
| locale | string | — | Language. de=German, en=English, es=Spanish. Default en. |
No output schema declared.
No examples provided.
academy_levels ~61
List the 6 curriculum levels with title, subtitle and lesson count. Use to show the user the learning path and ask where they want to start.
| Name | Type | Req | Description |
|---|---|---|---|
| locale | string | — | Language. de=German, en=English, es=Spanish. Default en. |
No output schema declared.
No examples provided.
academy_playbook ~50
Get the full text of one playbook by slug.
| Name | Type | Req | Description |
|---|---|---|---|
| locale | string | — | Language. de=German, en=English, es=Spanish. Default en. |
| slug | string | yes | — |
No output schema declared.
No examples provided.
academy_playbooks ~75
List hands-on playbooks (short, practical how-tos for Claude Code, MCP, memory, agents). Optional category filter.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | — | Optional, e.g. "build", "use" |
| locale | string | — | Language. de=German, en=English, es=Spanish. Default en. |
No output schema declared.
No examples provided.
academy_recipe ~26
Get the full text of one build recipe by slug.
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | — |
No output schema declared.
No examples provided.
academy_recipes ~56
List build recipes — step-by-step guides to build, deploy and ship real MCP servers and agent systems, organised by phase (1-16). Optional phase filter.
| Name | Type | Req | Description |
|---|---|---|---|
| phase | number | — | Optional phase number 1-16 |
No output schema declared.
No examples provided.
academy_search ~87
Search the whole curriculum (lessons + playbooks + recipes) by keyword. Returns ranked matches with snippets and ids. Use when the user asks about a topic and you want the most relevant material.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | — | — |
| locale | string | — | Language. de=German, en=English, es=Spanish. Default en. |
| query | string | yes | Search keywords |
No output schema declared.
No examples provided.
academy_tutor_context ~104
Get a lesson packaged as a tutoring brief: the full lesson text plus its learning goals and the level context. Call this when the user wants to be *taught* a lesson — then YOU act as their tutor using this material (no Academy account needed, you are the tutor).
| Name | Type | Req | Description |
|---|---|---|---|
| level | number | yes | — |
| locale | string | — | Language. de=German, en=English, es=Spanish. Default en. |
| slug | string | yes | — |
No output schema declared.
No examples provided.
academy_welcome ~112
ALWAYS call this first when a user connects or asks what this is. Returns a short orientation for StudioMeyer Academy — a free 6-level 'Memory-First AI Operator' curriculum (Levels 1-3 fundamentals, 4-6 memory/MCP/multi-agent), plus playbooks and build recipes. Read it back to the user in their language and offer to start at their level.
| Name | Type | Req | Description |
|---|---|---|---|
| locale | string | — | Language. de=German, en=English, es=Spanish. Default en. |
No output schema declared.
No examples provided.
fetch ~43
Fetch the full text of one Academy item (lesson, playbook or recipe) by the id returned from `search`.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Item id from search results |
No output schema declared.
No examples provided.
search ~44
Search StudioMeyer Academy course material. Returns a list of matching lessons, playbooks and recipes with ids you can pass to `fetch`.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | Search query |
No output schema declared.
No examples provided.