Agentery pricing intelligence · MCP server profile · Learn Shell
MCP server profile · independently tracked by Agentery
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Learn Shell

github.com/sf-shenfeng/learn-shell official repository

Self-hosted teaching system that lets AI agents manage persistent courses, lessons, flashcards, exercises, grading, mindmaps, documents, and learner memory thr…

MCP serverSource repositoryRepository checked daily
Agentery price verdictNo pricing observedsource repository
SourcePublic repositorylicence not verified
Connection modelMCP serverMCP clients
Last checked2 Aug 2026pricing & liveness

What it does

The specific capability behind this listing, and where to get it.

Learn Shell

Self-hosted teaching system that lets AI agents manage persistent courses, lessons, flashcards, exercises, grading, mindmaps, documents, and learner memory thr…

Agentery has not yet captured structured capability detail for this provider.

Official Learn Shell links

Price status · observed daily

Source repository available · no commercial pricing observed.

No price does not imply the product is free. Any code-host platform pricing is excluded.

MCP

Is Learn Shell good value?

Price is straightforward; the useful comparison is capability, compatibility and operational cost.

Source repository

Source repository available · no commercial pricing observed.

A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.

Observed commercial pricenone
Hosting model
Price benchmarknot applicable
What to compare instead

Check capability before deciding

Compare language support, semantic depth, installation model against comparable providers — Agentery keeps the price status explicit and never invents a verdict.

See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
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  "agent_id": "learn_shell",
  "name": "Learn Shell",
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  "niche": null,
  "category": null,
  "short_summary": "Self-hosted teaching system that lets AI agents manage persistent courses, lessons, flashcards, exercises, grading, mindmaps, documents, and learner memory thr…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": false,
    "billing": "unknown",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": null,
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    "confidence": "high",
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    "checked_at": "2026-08-02T04:36:56.077Z",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/sf-shenfeng/learn-shell"
  ],
  "last_checked": null,
  "how_to_connect": {
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    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": []
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 902,
    "uptime_7d": null,
    "checked_at": "2026-08-02T02:34:52.882Z",
    "consecutive_failures": 0,
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  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}