No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by X-isdoingreat · MCP Server · ★ 121
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is canvas-pilot safe to install? View the security audit →
Canvas Pilot Website: https://canvas-pilot.likelyou.com Canvas Pilot is a local-first AI agent that learns each Canvas course's recurring assignment pattern, then reuses that pattern through scan - approval - execute. It scans upcoming Canvas LMS assignments, proposes a student-review approval plan, and dispatches approved work into course-specific workflows that produce review-ready drafts and run reports. It is not another Canvas API wrapper. Canvas MCP servers let an agent access Canvas; Canvas Pilot turns repeated course patterns into reusable workflows. Codex is the primary driver. The legacy Claude Code path is preserved while the project completes the migration. Why it is different See Canvas Pilot vs Canvas MCP for the lo
| Stars | 121 |
| Forks | 13 |
| Language | Python |
| Category | MCP Server |
| License | AGPL-3.0 |
| Quality Score | 69.1542746993931/100 |
| Last Updated | 2026-07-31 |
| Created | 2026-05-23 |
| Platforms | claude-code, codex, mcp, python |
| Est. Tokens | ~20k |
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canvas-pilot is Local-first Canvas LMS AI agent that learns each course's recurring assignment workflow and reuses it through scan -> approval -> execute with student review.. It is categorized as a MCP Server with 121 GitHub stars.
canvas-pilot is primarily written in Python. It covers topics such as ai-agent, ai-agents, assignment-planner.
You can find installation instructions and usage details in the canvas-pilot GitHub repository at github.com/X-isdoingreat/canvas-pilot. The project has 121 stars and 13 forks, indicating an active community.
canvas-pilot is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.
The top alternatives to canvas-pilot on Agent Skills Hub include maestro, ZeusHammer, Agent_View_Controller-AVC. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: