# Stytch Muse API Evaluation

**Category:** Auth
**Score:** 59 (C)

This is the agent-readable Devtool Arena evaluation page for Stytch on Muse API.

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 59 |
| Grade | C |
| Eval score | 61 |
| Discovery score | 57 |
| Cost | $1.05 |
| Runtime | 5m 8s |
| Tool calls | 44 |
| Errors | 16 |
| Tokens used | 4085167 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | https://context7.com/stytchauth/stytch-node |
| llms.txt | https://stytch.com/docs/llms.txt |
| MCP server | https://github.com/stytchauth/mcp-stytch-consumer-todo-list |
| Typed SDK | https://github.com/stytchauth/stytch-node |
| OpenAPI | Not found |
| Agent skills | Not found |
| CLI | Not found |

## Evaluation Prompt

````text

# Task
Using https://stytch.com/docs, complete the following task:

Using the Stytch Python SDK, build me a script that manages user invitations via the API:

1. Install the official Stytch Python SDK (pip install)
2. Use the SDK to:
   a. Send an invitation to "leaderboard-*****@example.com"
   b. List all pending invitations and print them as JSON
   c. Revoke the invitation you just created
3. Print the result of each step clearly labeled (e.g., "=== INVITED ===", "=== PENDING ===", "=== REVOKED ===")

You MUST use the official Stytch Python SDK — do not construct OAuth URLs or make raw HTTP/REST calls. 

## Execution
After creating the script, run it to verify it works:
```bash
cd /home/daytona/app && python <your_script>.py
```

The script should print output to stdout. If there are errors, debug and fix them until it runs successfully.

````

## Grader Results

| Check | Passed | Weight | Score | Details |
|-------|--------|--------|-------|---------|
| Cost | No | 0 | 0 | $1.05 (≥$1.00, too expensive) |
| Time | No | 0 | 0 | 308s (5–10min, very slow) |
| Efficiency | No | 0 | 0 | 44 tool calls (>25, inefficient) |
| Found Docs | Yes | 0 | — | Touched docs at stytch.com: yes (22 matching tool calls) |
| Zero Errors | No | 0 | — | Tool outputs with errors/tracebacks: 16 |
| Syntax Valid | Yes | 0 | — | Code compiles/parses correctly |
| Created Files | Yes | 0 | — | Generated files: 2 (need ≥1) |
| Full Execution | Yes | 0 | — | Method: full_execution, Exit: 0 |

## Run Artifacts

| Artifact | Value |
|----------|-------|
| Conversation turns | 45 |
| Tool call traces | 44 |
| Generated files | 2 |
| Exit code | 0 |
| Completed at | 2026-10-15T15:02:07.924708+00:00 |

### Generated Files

- /home/daytona/app/requirements.txt
- /home/daytona/app/invitation_manager.py

## Related Pages

- [Muse API leaderboard](/leaderboard/muse/api)
- [Compare Muse API companies](/leaderboard/muse/api/compare)
- [Agent Landscape](/leaderboard/discoverability)

Canonical URL: https://devtoolarena.com/muse/api/stytch