graspful
Agent-first adaptive learning platform. Create courses as YAML knowledge graphs via CLI or MCP server. AI agents scaffold, fill, review, and publish — no UI required. Adaptive diagnostics, spaced repetition, white-label sites.
Install / Use
claude mcp add willwearing -- npx -y github:willwearing/graspfulIf the server publishes to npm under a different name, use that package instead — check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
Education & ResearchSupported Platforms
Our assessment of graspful
graspful scores 81/100 on our quality scale, 390th of 447 Education & Research skills we index.
Its MCP Server is 6.6 KB long, well organised into 12 sections with 5 code examples: a thorough specification that gives an agent plenty to work with.
It has 3 GitHub stars, so there is little community track record yet; judge it on its content.
Maintenance, license and trust
- The repository was last updated today, so graspful is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 80/100, with 2 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-10-29. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
graspful compared with similar skills
All 4 of these similar skills score higher than graspful; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| graspful (this skill)by willwearing | 81 | 3 | today | MCP Server |
| Agent-Reachby Panniantong | 100 | 105.7k | 4d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 78.2k | today | CLAUDE.md |
| last30days-skillby mvanhorn | 100 | 65.8k | today | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.7k | today | CLAUDE.md |
Frequently asked questions
- How do I install graspful?
- Run
claude mcp add willwearing -- npx -y github:willwearing/graspful. The install tabs above show the steps for each supported agent. - Which AI agents does graspful work with?
- It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
- Is graspful safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It declares no license and scores 80/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is graspful still maintained?
- The repository was last updated today, so graspful is actively maintained.
Skill content
View source on GitHubGraspful
Build courses with lessons, practice questions, and scheduled review.
Graspful stores academies, courses, and brand configuration in YAML files. You or an external agent, such as Claude or Codex, author the content through CLI commands or MCP tools. The CLI creates draft scaffolds. The author supplies the source material, writes the lessons and questions, and reviews the facts before publication.
Learners work through explanations, examples, and questions. Their answers update progress estimates. Prerequisites guide lesson order, and the system schedules later review.
How it works
- Plan the academy. Define its audience, source material, course scope, and prerequisites.
- Create draft files. Use the CLI or MCP tools to scaffold the academy and its courses. Scaffold and fill commands generate placeholders for the author to complete.
- Write and review. Replace all placeholders with sourced explanations, worked examples, and practice questions. Check the answer explanations against the sources.
- Validate. Run
graspful validateandgraspful review. Automated checks report structural problems. The author still checks accuracy and teaching quality. - Import a draft. Import the reviewed files, inspect the result, then publish when ready. Importing without
--publishsaves a draft. - Configure the brand. Import a brand YAML file for the landing page, theme, and copy. Custom domains require domain and hosting setup.
Read the course authoring runbook before building a course.
Quickstart
bun add -g @graspful/cli
# Create a local draft scaffold.
bunx @graspful/cli create academy --topic "Your topic" -o academy.yaml
mkdir -p courses
bunx @graspful/cli create course --topic "Foundations" -o courses/foundations.yaml
These files need authoring and review before import. Follow the runbook to complete the content and match the academy manifest to its course files.
Register before using import or publish commands:
bunx @graspful/cli register --email you@example.com
Registration opens browser authentication, creates a private organization workspace, and saves an API key locally. MCP reads those saved credentials for authenticated tools. GRASPFUL_API_KEY overrides the saved key. A course or brand import creates the public website. See auth and access.
CLI commands
| Command | Auth required | Purpose |
|---------|:-------------:|---------|
| graspful register | No | Register through browser authentication and save an API key |
| graspful login | No | Authenticate an existing account |
| graspful create academy | No | Create an academy plan and manifest scaffold |
| graspful create course | No | Create a course YAML scaffold |
| graspful create brand | No | Create brand YAML with theme presets |
| graspful fill concept | No | Add placeholder knowledge points and questions |
| graspful validate | No | Validate the YAML schema and prerequisite graph |
| graspful review | No | Run mechanical quality checks |
| graspful describe | No | Show course statistics |
| graspful import | Yes | Import YAML, saving a draft unless publication is requested and succeeds |
| graspful publish | Yes | Request publication of a reviewed draft |
Check the command result to confirm whether publication succeeded.
MCP server
graspful init authenticates through the browser and configures detected clients. For local authoring before registration, configure the MCP server directly. This example uses the Claude Desktop and Cursor format; see the linked MCP guide for other clients:
{
"mcpServers": {
"graspful": {
"command": "bunx",
"args": ["@graspful/mcp"],
"env": { "GRASPFUL_API_KEY": "gsk_..." }
}
}
}
The external agent writes the course content and uses Graspful tools to scaffold, validate, review, import, and publish it. The MCP server performs structured course operations. See the MCP documentation for setup and the tool reference.
Billing status
Stripe and Stripe Connect integration code exists. Paid subscriptions and creator payouts are not ready for customers. Live credentials, price configuration, creator onboarding, webhook setup, and payment verification are required before accepting payments.
The repository contains proposed pricing and revenue-share settings. Treat those as configuration under development, rather than an offer to customers.
Tech stack
- Backend: NestJS, Prisma, PostgreSQL
- Frontend: Next.js App Router, React, Tailwind CSS, shadcn/ui
- CLI:
@graspful/cli - MCP server:
@graspful/mcp - Authentication: Supabase Auth and API keys
- Billing integration: Stripe and Stripe Connect, pending setup
- Workspace: Turborepo and bun
Repository layout
graspful/
├── apps/web/ # Public site, academy pages, and learner app (port 3001)
├── apps/site/ # Separate creator dashboard app (port 3002)
├── backend/ # NestJS API
├── packages/
│ ├── creator-ui/ # Components and API contracts shared by both apps
│ ├── client/ # CLI and MCP HTTP client
│ ├── shared/ # Schemas, types, quality checks
│ ├── cli/ # CLI
│ └── mcp/ # MCP server
├── content/
│ ├── courses/ # Course YAML files
│ ├── brands/ # Brand YAML files
│ └── academies/ # Academy manifests
└── docs/ # Documentation
Development
bun install
bun run dev
bun run build
bun run lint
bun run typecheck
bun run test
bun run test:scripts
Copy the relevant environment examples into each workspace before starting services. apps/site provides a dedicated creator deployment and login surface; apps/web serves the platform and branded learner sites. Shared creator code lives in packages/creator-ui.
Run browser tests in both apps with bun run test:e2e. Follow local E2E setup to use an isolated database and auth service. CLAUDE.md lists the test requirements.
Maintenance scripts live in backend/scripts. Run the demo seed from backend with bun run seed:demo electrical or bun run seed:demo javascript. The reference book is available as The Math Academy Way PDF; local downloads are ignored.
Documentation
License
See LICENSE.md for the license terms.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
