CanvasPilot

Agentic Canvas LMS tools for LLMs — an MCP server + CLI that talks to Canvas's real REST API using the session your browser already has.

Most Canvas MCPs need a Personal Access Token. Many schools disable student PATs and hide Canvas behind SSO/MFA. CanvasPilot solves that with a stay-open session broker: you log in once in a real browser (Playwright, persistent profile), then every tool call rides that authenticated session — headless, for as long as the cookies live.

Same architecture as OpenCLI-style web agents (persistent browser session → site's real HTTP/JSON API), purpose-built for Canvas.

Features

• Auth that works at real schools — session broker (SSO/MFA, no PAT needed) or classic CANVAS_API_TOKEN

• Headless after one headed login — session start --headless reuses the saved profile

• Full REST surface — courses, assignments, modules, pages, files, discussions, announcements, planner, inbox, calendar, activity stream, submissions, and quizzes (list/questions/submissions/start/complete)

• Agent-shaped digests — assignment_brief (cleaned prompt + rubric), sync_summary (courses + upcoming), submission_status

• Fixture mode — offline dict backend for tests and CI; no Canvas required

• 33 MCP tools, one stdio server, zero config beyond CANVAS_BASE_URL

Related MCP server: Canvas MCP

Install

pip install "canvaspilot[browser]"      # or: pip install -e ".[browser]" from a checkout
playwright install chromium

Requires Python 3.11+.

Try it offline first

From an installed package or an editable source checkout:

python -m canvaspilot.offline_demo
# Optional: save to a NEW path (existing files are protected)
python -m canvaspilot.offline_demo --out synthetic-review.json

This exercises the high-level course and assignment-brief API on two explicitly synthetic courses. It strips prompt markup, preserves a missing due date as unknown, and returns readable JSON. No Canvas account, browser, token, session broker, model call, submission, or runtime network connection is needed. The example rejects writes and missing fixture routes instead of falling back to live access. Installing package dependencies requires network access separately.

This is a small, inspectable behavior demonstration, not evidence of live pagination, working school authentication, or student outcomes. The tests in tests/test_offline_demo.py protect these boundaries.

Quick start

export CANVAS_BASE_URL=https://<school>.instructure.com

# 1) Log in once (headed — finish SSO/MFA in the window), leave the broker running
canvaspilot session start

# 2) Later: restart headless on the same saved profile
canvaspilot session start --headless

# 3) Use it
canvaspilot whoami
canvaspilot courses
canvaspilot sync
canvaspilot brief <course_id> <assignment_id>

With a PAT instead:

export CANVAS_API_TOKEN=...   # broker not needed
canvaspilot courses

MCP server

canvaspilot mcp          # stdio

Cursor / Claude Desktop / any MCP client:

{
  "mcpServers": {
    "canvas": {
      "command": "canvaspilot",
      "args": ["mcp"],
      "env": { "CANVAS_BASE_URL": "https://<school>.instructure.com" }
    }
  }
}

Tools exposed (all prefixed canvas_):

Programmatic API bundle: from canvaspilot.bundle import make_api, tool_inventory.

Auth modes

The broker only listens on loopback. Cookies never leave the Playwright profile directory; the MCP/CLI process never sees them — it asks the broker to make the request.

Configuration

Session broker commands

canvaspilot session start [--headless] [--base-url URL] [--profile DIR] [--port N]
canvaspilot session status
canvaspilot session stop

Scripts

• scripts/readonly_sweep.py — live read-only smoke across the whole tool surface (needs a running broker)

• scripts/inventory_pass.py — per-course inventory: tabs, LTI/external tools, modules, third-party mentions

Development

pip install -e ".[dev]"
pytest

Tests run entirely in fixture mode.

Responsible use

CanvasPilot gives an agent the same access you have — including submitting assignments and starting quiz attempts. Write tools are clearly named; wire approval gates in your agent if you don't want autonomous submits. Follow your institution's academic integrity policy.

Origin

Extracted from the Suite monorepo (packages/canvaspilot), where it's synced via git subtree.

License

MIT

Maintainer

Jacob Metoyer — software and research tooling. Upstream and collaborator credit are retained.