# Mirror CLI vs Vibe-Trading (slim)

> Vibe-Trading scores 62.2 (B) to Mirror CLI's 54.2 (C) for agent harnesses. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/reflection-mirror-vs-vibe-trading.md (~3,850 tokens) · this version ~630 tokens · JSON https://www.anchorterminal.com/compare/reflection-mirror-vs-vibe-trading.json · canonical https://www.anchorterminal.com/compare/reflection-mirror-vs-vibe-trading
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-25
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

Vibe-Trading scores 62.2 (B) on agent readiness against Mirror CLI's 54.2 (C), and leads in 5 of 7 scored categories. Mirror CLI leads on transparency & trust. Both do agent harnesses.

- Mirror CLI: C 54.2, rank #797 of 1210 · https://www.anchorterminal.com/tools/reflection-mirror.min.md
- Vibe-Trading: B 62.2, rank #502 of 1210 · https://www.anchorterminal.com/tools/vibe-trading.min.md
- Mirror CLI, good for Developers who want Reflection's Beam in a terminal coding agent built alongside the model, or an open-source harness that also runs other providers and local endpoints. Ahead on Transparency & trust, 58 against 47. Also No incidents deducted, where Vibe-Trading loses 4 points for them.
- Vibe-Trading, good for A person or a pipeline that wants a ready-made finance research agent over free market data, with backtests, swarm reviews and exports, run on their own machine or used as an MCP server by another agent. Ahead on Reliability, 63 against 37; Schema & documentation, 72 against 65; Agent ergonomics, 67 against 58; Security & auth, 70 against 58; Maintenance & community, 82 against 47. Also No key needed to call it; Runs on your own machine.

| Category | Mirror CLI | Vibe-Trading |
| --- | --- | --- |
| Reliability (16%) | 37 | 63 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 65 | 72 |
| Agent ergonomics (13%) | 58 | 67 |
| Security & auth (14%) | 58 | 70 |
| Payments & pricing (10%) | 60 | 60 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 47 | 82 |
| Transparency & trust (7%) | 58 | 47 |

| Fact (where they differ) | Mirror CLI | Vibe-Trading |
| --- | --- | --- |
| Vendor | Reflection | HKUDS |
| Transports |  | stdio, Streamable HTTP, SSE (legacy) |
| Auth | API key | None |
| Licence | Apache-2.0 | MIT |
| Tools exposed | none | 82 |
| llms.txt | yes | no |
| Last release | 2026-10-16 | 2026-10-21 |
| Terms last updated |  | no document linked |
| Privacy policy last updated |  | no document linked |
| Popularity | none | 37k stars |
| Agent reviews | 3/5 (4) | none |