ClickUp MCP

======================================================================
TOKEN USAGE MEASUREMENT
Using Anthropic Messages Count Tokens API with MCP Tool Calls
======================================================================

🔧 Starting MCP server...
✅ MCP server connected

📊 Measuring 1 tasks at 'minimal' detail level...
  📝 Got response with 1 tasks
  ✅ 1 tasks: 141 tokens (141.0 per task)

📊 Measuring 1 tasks at 'standard' detail level...
  📝 Got response with 1 tasks
  ✅ 1 tasks: 189 tokens (189.0 per task)

📊 Measuring 1 tasks at 'detailed' detail level...
  📝 Got response with 1 tasks
  ✅ 1 tasks: 2805 tokens (2805.0 per task)

📊 Measuring 5 tasks at 'minimal' detail level...
  📝 Got response with 5 tasks
  ✅ 5 tasks: 431 tokens (86.2 per task)

📊 Measuring 5 tasks at 'standard' detail level...
  📝 Got response with 5 tasks
  ✅ 5 tasks: 757 tokens (151.4 per task)

📊 Measuring 5 tasks at 'detailed' detail level...
  📝 Got response with 5 tasks
  ✅ 5 tasks: 25326 tokens (5065.2 per task)

📊 Measuring 10 tasks at 'minimal' detail level...
  📝 Got response with 10 tasks
  ✅ 10 tasks: 773 tokens (77.3 per task)

📊 Measuring 10 tasks at 'standard' detail level...
  📝 Got response with 10 tasks
  ✅ 10 tasks: 1482 tokens (148.2 per task)

📊 Measuring 10 tasks at 'detailed' detail level...
  📝 Got response with 10 tasks
  ✅ 10 tasks: 53018 tokens (5301.8 per task)

📊 Measuring 25 tasks at 'minimal' detail level...
  📝 Got response with 25 tasks
  ✅ 25 tasks: 1632 tokens (65.3 per task)

📊 Measuring 25 tasks at 'standard' detail level...
  📝 Got response with 25 tasks
  ✅ 25 tasks: 2908 tokens (116.3 per task)

📊 Measuring 25 tasks at 'detailed' detail level...
  📝 Got response with 25 tasks
  ✅ 25 tasks: 2952 tokens (118.1 per task)

📊 Measuring 50 tasks at 'minimal' detail level...
  📝 Got response with 50 tasks
  ✅ 50 tasks: 3252 tokens (65.0 per task)

📊 Measuring 50 tasks at 'standard' detail level...
  📝 Got response with 50 tasks
  ✅ 50 tasks: 5843 tokens (116.9 per task)

📊 Measuring 50 tasks at 'detailed' detail level...
  📝 Got response with 50 tasks
  ✅ 50 tasks: 5887 tokens (117.7 per task)

📊 Measuring 100 tasks at 'minimal' detail level...
  📝 Got response with 100 tasks
  ✅ 100 tasks: 6233 tokens (62.3 per task)

📊 Measuring 100 tasks at 'standard' detail level...
  📝 Got response with 100 tasks
  ✅ 100 tasks: 9447 tokens (94.5 per task)

✅ MCP server disconnected

======================================================================
ANALYSIS: Token Thresholds for 10,000 Token Limit
======================================================================

📈 MINIMAL Detail Level:
  Average tokens per task: 82.9
  Estimated max tasks for 10000 tokens: ~120 tasks
  Measurements:
    ✅ 1 tasks = 141 tokens (141/task)
    ✅ 5 tasks = 431 tokens (86.2/task)
    ✅ 10 tasks = 773 tokens (77.3/task)
    ✅ 25 tasks = 1632 tokens (65.3/task)
    ✅ 50 tasks = 3252 tokens (65/task)
    ✅ 100 tasks = 6233 tokens (62.3/task)

📈 STANDARD Detail Level:
  Average tokens per task: 136.0
  Estimated max tasks for 10000 tokens: ~73 tasks
  Measurements:
    ✅ 1 tasks = 189 tokens (189/task)
    ✅ 5 tasks = 757 tokens (151.4/task)
    ✅ 10 tasks = 1482 tokens (148.2/task)
    ✅ 25 tasks = 2908 tokens (116.3/task)
    ✅ 50 tasks = 5843 tokens (116.9/task)
    ✅ 100 tasks = 9447 tokens (94.5/task)

📈 DETAILED Detail Level:
  Average tokens per task: 2681.6
  Estimated max tasks for 10000 tokens: ~3 tasks
  Measurements:
    ✅ 1 tasks = 2805 tokens (2805/task)
    ❌ 5 tasks = 25326 tokens (5065.2/task)
    ❌ 10 tasks = 53018 tokens (5301.8/task)
    ✅ 25 tasks = 2952 tokens (118.1/task)
    ✅ 50 tasks = 5887 tokens (117.7/task)

======================================================================
RECOMMENDED THRESHOLDS
======================================================================

For 10,000 token limit (based on REAL MCP responses):

1. DETAILED level:
   - Use when: ≤ 3 tasks
   - Avg 2681.6 tokens/task

2. STANDARD level:
   - Use when: 4 - 73 tasks
   - Avg 136.0 tokens/task

3. MINIMAL level:
   - Use when: > 73 tasks
   - Avg 82.9 tokens/task
   - Safe up to ~120 tasks

Implementation for consolidated-handlers.ts:

const DETAILED_THRESHOLD = 3;    // tasks
const STANDARD_THRESHOLD = 73;   // tasks
const TOKEN_LIMIT = 10000;       // tokens

Auto-downgrade logic:
- If task_count > STANDARD_THRESHOLD → minimal
- Else if task_count > DETAILED_THRESHOLD && detail_level == 'detailed' → standard


📁 Full results saved to: playground/token-measurement-results.json