Crawler Summary

canvas-mcp-server answer-first brief

A comprehensive Model Context Protocol (MCP) server for Canvas LMS with full student functionality and account management Canvas MCP Server v2.3.0 A comprehensive Model Context Protocol (MCP) server for Canvas LMS with complete student, instructor, and account administration functionality ๐Ÿš€ What's New in v2.3.0 - **๐ŸŒ NEW**: Streamable HTTP transport support (MCP_TRANSPORT=streamable-http) - **๐Ÿ–ฅ๏ธ Preserved**: First-class stdio transport for local MCP clients - **๐Ÿงช Added**: Behavior tests for lifecycle, transports, and structured fail Capability contract not published. No trust telemetry is available yet. 83 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

canvas-mcp-server is best for canvas, lms, mcp workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB MCP, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 100/100

canvas-mcp-server

A comprehensive Model Context Protocol (MCP) server for Canvas LMS with full student functionality and account management Canvas MCP Server v2.3.0 A comprehensive Model Context Protocol (MCP) server for Canvas LMS with complete student, instructor, and account administration functionality ๐Ÿš€ What's New in v2.3.0 - **๐ŸŒ NEW**: Streamable HTTP transport support (MCP_TRANSPORT=streamable-http) - **๐Ÿ–ฅ๏ธ Preserved**: First-class stdio transport for local MCP clients - **๐Ÿงช Added**: Behavior tests for lifecycle, transports, and structured fail

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals83 GitHub stars

Capability contract not published. No trust telemetry is available yet. 83 GitHub stars reported by the source. Last updated 2/25/2026.

83 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Dmontgomery40

Artifacts

0

Benchmarks

0

Last release

2.3.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 83 GitHub stars reported by the source. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/DMontgomery40/mcp-canvas-lms.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Dmontgomery40

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

83 GitHub stars

profilemedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

json

{
  "mcpServers": {
    "canvas-mcp-server": {
      "command": "npx",
      "args": ["-y", "canvas-mcp-server"],
      "env": {
        "CANVAS_API_TOKEN": "your_token_here",
        "CANVAS_DOMAIN": "your_school.instructure.com"
      }
    }
  }
}

bash

# Install globally
npm install -g canvas-mcp-server

# Configure
export CANVAS_API_TOKEN="your_token_here"
export CANVAS_DOMAIN="your_school.instructure.com"

# Run
canvas-mcp-server

bash

docker run -d \
  --name canvas-mcp \
  -p 3000:3000 \
  -e CANVAS_API_TOKEN="your_token" \
  -e CANVAS_DOMAIN="school.instructure.com" \
  -e MCP_TRANSPORT="streamable-http" \
  -e MCP_HTTP_HOST="0.0.0.0" \
  -e MCP_HTTP_PORT="3000" \
  -e MCP_HTTP_PATH="/mcp" \
  ghcr.io/dmontgomery40/mcp-canvas-lms:latest

bash

# Required Canvas auth
CANVAS_API_TOKEN=your_token
CANVAS_DOMAIN=your_school.instructure.com

# Transport selection
MCP_TRANSPORT=stdio # or streamable-http

# Streamable HTTP settings
MCP_HTTP_HOST=127.0.0.1
MCP_HTTP_PORT=3000
MCP_HTTP_PATH=/mcp
MCP_HTTP_STATEFUL=true
MCP_HTTP_JSON_RESPONSE=true
MCP_HTTP_ALLOWED_ORIGINS=

text

"Create a new course called 'Advanced Biology' in account 123"

text

"Create a new student user John Doe with email john.doe@school.edu in our main account"

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

A comprehensive Model Context Protocol (MCP) server for Canvas LMS with full student functionality and account management Canvas MCP Server v2.3.0 A comprehensive Model Context Protocol (MCP) server for Canvas LMS with complete student, instructor, and account administration functionality ๐Ÿš€ What's New in v2.3.0 - **๐ŸŒ NEW**: Streamable HTTP transport support (MCP_TRANSPORT=streamable-http) - **๐Ÿ–ฅ๏ธ Preserved**: First-class stdio transport for local MCP clients - **๐Ÿงช Added**: Behavior tests for lifecycle, transports, and structured fail

Full README

Canvas MCP Server v2.3.0

A comprehensive Model Context Protocol (MCP) server for Canvas LMS with complete student, instructor, and account administration functionality

๐Ÿš€ What's New in v2.3.0

  • ๐ŸŒ NEW: Streamable HTTP transport support (MCP_TRANSPORT=streamable-http)
  • ๐Ÿ–ฅ๏ธ Preserved: First-class stdio transport for local MCP clients
  • ๐Ÿงช Added: Behavior tests for lifecycle, transports, and structured failure-path errors
  • ๐Ÿงฑ Improved: Stricter tool schemas and codemode-oriented tool descriptions
  • ๐Ÿ”ง FIXED: Course creation "page not found" error (missing account_id parameter)
  • ๐Ÿ‘จโ€๐Ÿ’ผ Account Management: Complete account-level administration tools
  • ๐Ÿ“Š Reports & Analytics: Generate and access Canvas account reports
  • ๐Ÿ‘ฅ User Management: Create and manage users at the account level
  • ๐Ÿข Multi-Account Support: Handle account hierarchies and sub-accounts
  • โœ… API Compliance: All endpoints now follow proper Canvas API patterns

๐ŸŽฏ Key Features

๐ŸŽ“ For Students

  • Course Management: Access all courses, syllabi, and course materials
  • Assignment Workflow: View, submit (text/URL/files), and track assignments
  • Communication: Participate in discussions, read announcements, send messages
  • Progress Tracking: Monitor grades, module completion, and calendar events
  • Quizzes: Take quizzes, view results and feedback
  • File Access: Browse and download course files and resources

๐Ÿ‘จโ€๐Ÿซ For Instructors

  • Course Creation: Create and manage course structure (now with proper account support)
  • Grading: Grade submissions, provide feedback, manage rubrics
  • User Management: Enroll students, manage permissions
  • Content Management: Create assignments, quizzes, discussions

๐Ÿ‘จโ€๐Ÿ’ผ For Account Administrators (NEW!)

  • Account Management: Manage institutional Canvas accounts
  • User Administration: Create and manage users across accounts
  • Course Oversight: List and manage all courses within accounts
  • Reporting: Generate enrollment, grade, and activity reports
  • Sub-Account Management: Handle account hierarchies and structures

๐Ÿ› ๏ธ Technical Excellence

  • Robust API: Automatic retries, pagination, comprehensive error handling
  • Cloud Ready: Docker containers, Kubernetes manifests, health checks
  • Well Tested: Unit tests, integration tests, mocking, coverage reports
  • Type Safe: Full TypeScript implementation with strict types
  • 50+ Tools: Comprehensive coverage of Canvas LMS functionality

Quick Start

Option 1: Claude Desktop Integration (Recommended MCP Setup)

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "canvas-mcp-server": {
      "command": "npx",
      "args": ["-y", "canvas-mcp-server"],
      "env": {
        "CANVAS_API_TOKEN": "your_token_here",
        "CANVAS_DOMAIN": "your_school.instructure.com"
      }
    }
  }
}

Option 2: NPM Package

# Install globally
npm install -g canvas-mcp-server

# Configure
export CANVAS_API_TOKEN="your_token_here"
export CANVAS_DOMAIN="your_school.instructure.com"

# Run
canvas-mcp-server

Option 3: Docker

docker run -d \
  --name canvas-mcp \
  -p 3000:3000 \
  -e CANVAS_API_TOKEN="your_token" \
  -e CANVAS_DOMAIN="school.instructure.com" \
  -e MCP_TRANSPORT="streamable-http" \
  -e MCP_HTTP_HOST="0.0.0.0" \
  -e MCP_HTTP_PORT="3000" \
  -e MCP_HTTP_PATH="/mcp" \
  ghcr.io/dmontgomery40/mcp-canvas-lms:latest

Transport Modes

The server supports two explicit transport modes:

  • stdio (default): best for Claude Desktop/Codex/Cursor local MCP wiring.
  • streamable-http: best for local HTTP integrations and containerized workflows.

Transport environment variables

# Required Canvas auth
CANVAS_API_TOKEN=your_token
CANVAS_DOMAIN=your_school.instructure.com

# Transport selection
MCP_TRANSPORT=stdio # or streamable-http

# Streamable HTTP settings
MCP_HTTP_HOST=127.0.0.1
MCP_HTTP_PORT=3000
MCP_HTTP_PATH=/mcp
MCP_HTTP_STATEFUL=true
MCP_HTTP_JSON_RESPONSE=true
MCP_HTTP_ALLOWED_ORIGINS=

๐Ÿ’ผ Account Admin Workflow Examples

Create a New Course (FIXED!)

"Create a new course called 'Advanced Biology' in account 123"

Now properly creates courses with required account_id parameter

Manage Users

"Create a new student user John Doe with email john.doe@school.edu in our main account"

Creates user accounts with proper pseudonym and enrollment setup

Generate Reports

"Generate an enrollment report for account 456 for the current term"

Initiates Canvas reporting system for institutional analytics

List Account Courses

"Show me all published Computer Science courses in our Engineering account"

Advanced filtering and searching across account course catalogs

๐ŸŽ“ Student Workflow Examples

Check Today's Assignments

"What assignments do I have due this week?"

Lists upcoming assignments with due dates, points, and submission status

Submit an Assignment

"Help me submit my essay for English 101 Assignment 3"

Guides through text submission with formatting options

Check Grades

"What's my current grade in Biology?"

Shows current scores, grades, and assignment feedback

Participate in Discussions

"Show me the latest discussion posts in my Philosophy class"

Displays recent discussion topics and enables posting responses

Track Progress

"What modules do I need to complete in Math 200?"

Shows module completion status and next items to complete

Getting Canvas API Token

  1. Log into Canvas โ†’ Account โ†’ Settings
  2. Scroll to "Approved Integrations"
  3. Click "+ New Access Token"
  4. Enter description: "Claude MCP Integration"
  5. Copy the generated token Save securely!

โš ๏ธ Account Admin Note: For account-level operations, ensure your API token has administrative privileges.

Production Deployment

Docker Compose

git clone https://github.com/DMontgomery40/mcp-canvas-lms.git
cd mcp-canvas-lms
cp .env.example .env
# Edit .env with your Canvas credentials
docker-compose up -d

Kubernetes

kubectl create secret generic canvas-mcp-secrets \
  --from-literal=CANVAS_API_TOKEN="your_token" \
  --from-literal=CANVAS_DOMAIN="school.instructure.com"

kubectl apply -f k8s/

Health Monitoring

# Check application health
curl http://localhost:3000/health

# Or use the built-in health check
npm run health-check

Development

# Setup development environment
git clone https://github.com/DMontgomery40/mcp-canvas-lms.git
cd mcp-canvas-lms
npm install

# Start development with hot reload
npm run dev:watch

# Run tests
npm run test
npm run coverage

# Code quality
npm run lint
npm run type-check

๐Ÿ“š Available Tools (50+ Tools)

<details> <summary><strong>๐ŸŽ“ Core Student Tools (Click to expand)</strong></summary>
  • canvas_health_check - Check API connectivity
  • canvas_list_courses - List all your courses
  • canvas_get_course - Get detailed course info
  • canvas_list_assignments - List course assignments
  • canvas_get_assignment - Get assignment details
  • canvas_submit_assignment - Submit assignment work
  • canvas_get_submission - Check submission status
  • canvas_list_modules - List course modules
  • canvas_get_module - Get module details
  • canvas_list_module_items - List items in a module
  • canvas_mark_module_item_complete - Mark items complete
  • canvas_list_discussion_topics - List discussion topics
  • canvas_get_discussion_topic - Get discussion details
  • canvas_post_to_discussion - Post to discussions
  • canvas_list_announcements - List course announcements
  • canvas_get_user_grades - Get your grades
  • canvas_get_course_grades - Get course-specific grades
  • canvas_get_dashboard - Get dashboard info
  • canvas_get_dashboard_cards - Get course cards
  • canvas_get_upcoming_assignments - Get due dates
  • canvas_list_calendar_events - List calendar events
  • canvas_list_files - List course files
  • canvas_get_file - Get file details
  • canvas_list_folders - List course folders
  • canvas_list_pages - List course pages
  • canvas_get_page - Get page content
  • canvas_list_conversations - List messages
  • canvas_get_conversation - Get conversation details
  • canvas_create_conversation - Send messages
  • canvas_list_notifications - List notifications
  • canvas_get_syllabus - Get course syllabus
  • canvas_get_user_profile - Get user profile
  • canvas_update_user_profile - Update profile
</details> <details> <summary><strong>๐Ÿ‘จโ€๐Ÿซ Instructor Tools (Click to expand)</strong></summary>
  • canvas_create_course - Create new courses (FIXED: now requires account_id)
  • canvas_update_course - Update course settings
  • canvas_create_assignment - Create assignments
  • canvas_update_assignment - Update assignments
  • canvas_list_assignment_groups - List assignment groups
  • canvas_submit_grade - Grade submissions
  • canvas_enroll_user - Enroll students
  • canvas_list_quizzes - List course quizzes
  • canvas_get_quiz - Get quiz details
  • canvas_create_quiz - Create quizzes
  • canvas_start_quiz_attempt - Start quiz attempts
  • canvas_list_rubrics - List course rubrics
  • canvas_get_rubric - Get rubric details
</details> <details> <summary><strong>๐Ÿ‘จโ€๐Ÿ’ผ Account Management Tools (NEW!)</strong></summary>
  • canvas_get_account - Get account details
  • canvas_list_account_courses - List courses in an account
  • canvas_list_account_users - List users in an account
  • canvas_create_user - Create new users in accounts
  • canvas_list_sub_accounts - List sub-accounts
  • canvas_get_account_reports - List available reports
  • canvas_create_account_report - Generate account reports
</details>

๐Ÿ”ง Breaking Changes in v2.2.0

Course Creation Fix

BEFORE (Broken):

{
  "tool": "canvas_create_course",
  "arguments": {
    "name": "My Course"  // โŒ Missing account_id - caused "page not found"
  }
}

AFTER (Fixed):

{
  "tool": "canvas_create_course", 
  "arguments": {
    "account_id": 123,              // โœ… Required account_id
    "name": "My Course",
    "course_code": "CS-101"
  }
}

๐ŸŒŸ Example Claude Conversations

Student: "I need to check my upcoming assignments and submit my English essay"

Claude: I'll help you check your upcoming assignments and then assist with submitting your English essay. Let me start by getting your upcoming assignments...

[Claude uses canvas_get_upcoming_assignments then helps with canvas_submit_assignment]


Instructor: "Create a new Advanced Physics course in the Science department and enroll my teaching assistant"

Claude: I'll help you create the Advanced Physics course in your Science department account and then enroll your TA...

[Claude uses canvas_create_course with proper account_id, then canvas_enroll_user]


Administrator: "Generate an enrollment report for all Computer Science courses this semester"

Claude: I'll generate a comprehensive enrollment report for your CS courses...

[Claude uses canvas_list_account_courses with filters, then canvas_create_account_report]

๐Ÿ” Troubleshooting

Common Issues:

  • โŒ 401 Unauthorized: Check your API token and permissions
  • โŒ 404 Not Found: Verify course/assignment IDs and access rights
  • โŒ "Page not found" on course creation: Update to v2.2.0 for account_id fix
  • โŒ Timeout: Increase CANVAS_TIMEOUT or check network connectivity

Debug Mode:

export LOG_LEVEL=debug
npm start

Health Check:

npm run health-check

๐Ÿค Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

Quick Contribution Setup

git clone https://github.com/DMontgomery40/mcp-canvas-lms.git
cd mcp-canvas-lms
npm install
npm run dev:watch
# Make changes, add tests, submit PR

๐Ÿ“ˆ Roadmap

  • v2.3: Enhanced reporting, bulk operations, advanced search
  • v2.4: Mobile support, offline capability, analytics dashboard
  • v3.0: Multi-tenant, GraphQL API, AI-powered insights

๐Ÿ™‹ Support & Community

Appendix: MCP in Practice (Code Execution, Tool Scale, and Safety)

Last updated: 2026-02-24

Why This Appendix Exists

MCP is still one of the most useful interoperability layers for agentic tooling. The tradeoff is that large MCP servers can expose dozens of tools, and naive tool-calling can flood context windows with tool schemas, call traces, and low-signal chatter.

In practice, larger tool surfaces only help when orchestration stays token-efficient and execution behavior is constrained.

The Shift to Code Execution / Code Mode

Recent production workflows move orchestration out of conversational turns and into executable loops. This keeps context overhead lower, improves determinism, and makes runs auditable.

Core reading:

Recommended Setup for Power Users

For lower-noise, repeatable MCP usage, start with codemode-oriented routing:

Even with strong setup, model behavior can be hit-or-miss across providers and versions. Keep retries and deterministic fallbacks.

Peter Steinberger Workflow Pattern

A high-leverage pattern is turning broad MCP tool surfaces into narrower CLI/task interfaces:

What Works Best With Which MCP Clients

  • Claude Code / Codex / Cursor agent workflows: usually strong for direct MCP + code-execution loops.
  • Thin hosted chat clients: often safer with wrapped CLIs/gateways instead of full raw tool exposure.
  • High-tool-count servers: usually better when split into narrow task gateways.

This ecosystem changes quickly. If you are reading this now, parts of this section may already be out of date.

Prompt Injection: Risks, Consequences, and Mitigations

Prompt injection remains an open problem for tool-using agents. It is manageable, but not solved.

Primary risks:

  • Hidden instructions in retrieved content or tool output.
  • Secret/token exfiltration through unintended calls.
  • Unauthorized state changes in systems or data.

Mitigation baseline:

  • Least-privilege credentials and scoped tokens.
  • Destination/action allowlists and strict schema validation.
  • Human confirmation for destructive operations.
  • Sandboxed execution and resource limits.
  • Structured logging and replayable execution traces.

Treat every tool output as untrusted input unless explicitly verified.

๐Ÿ“„ License

MIT License - see LICENSE file for details.


<div align="center"> <strong>Canvas MCP Server v2.2.0</strong><br> <em>Empowering students, educators, and administrators with seamless Canvas integration</em><br><br>

โญ Star this repo if it helps you! โญ

</div>

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T04:10:55.440Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "canvas",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "lms",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "server",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "modelcontextprotocol",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "education",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "api",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "student",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "learning",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "assignments",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "courses",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:canvas|supported|profile capability:lms|supported|profile capability:mcp|supported|profile capability:server|supported|profile capability:modelcontextprotocol|supported|profile capability:education|supported|profile capability:api|supported|profile capability:student|supported|profile capability:learning|supported|profile capability:assignments|supported|profile capability:courses|supported|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Dmontgomery40",
    "href": "https://github.com/DMontgomery40/mcp-canvas-lms#readme",
    "sourceUrl": "https://github.com/DMontgomery40/mcp-canvas-lms#readme",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:57:50.518Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:57:50.518Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "83 GitHub stars",
    "href": "https://github.com/DMontgomery40/mcp-canvas-lms",
    "sourceUrl": "https://github.com/DMontgomery40/mcp-canvas-lms",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:57:50.518Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-dmontgomery40-mcp-canvas-lms/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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