# Circle Muse API Evaluation

**Category:** Stablecoin
**Score:** 73 (C)

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

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 73 |
| Grade | C |
| Eval score | 62 |
| Discovery score | 100 |
| Cost | $0.93 |
| Runtime | 7m 20s |
| Tool calls | 47 |
| Errors | 24 |
| Tokens used | 4400731 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | https://context7.com/circlefin/circle-cctp-crosschain-transfer |
| llms.txt | https://developers.circle.com/llms.txt |
| MCP server | https://developers.circle.com/agent-stack |
| Typed SDK | https://github.com/circlefin/circle-nodejs-sdk |
| OpenAPI | https://www.mintlify.com/docs/openapi.json |
| Agent skills | https://github.com/circlefin/skills |
| CLI | https://developers.circle.com/agent-stack/circle-cli |

## Evaluation Prompt

````text

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

Using the Circle Python SDK, build me a script that:

1. Install the official Circle Python SDK (pip install)
2. Creates a new *****net wallet using the SDK
3. Funds it from the *****net faucet (if available) using the SDK
4. Prints the wallet address and balance as JSON

You MUST use the official Circle Python SDK — do not make raw HTTP/REST calls. Use *****net/sandbox mode for all operations. 

## 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 | $0.93 ($0.70–1.00, very expensive) |
| Time | No | 0 | 0 | 440s (5–10min, very slow) |
| Efficiency | No | 0 | 0 | 47 tool calls (>25, inefficient) |
| Found Docs | Yes | 0 | — | Touched docs at developers.circle.com: yes (11 matching tool calls) |
| Zero Errors | No | 0 | — | Tool outputs with errors/tracebacks: 24 |
| 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 | 48 |
| Tool call traces | 47 |
| Generated files | 2 |
| Exit code | 0 |
| Completed at | 2026-10-15T15:05:31.883628+00:00 |

### Generated Files

- /home/daytona/app/requirements.txt
- /home/daytona/app/wallet_balance_checker.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/circle