Is gptme/gptme reliable, safe, and legit?
75/100 · STEADY
STEADY
STEADY (75) because the tool is demonstrably mature and actively maintained (v0.32.1, 111 releases), the MIT license and local-first architecture are clean trust signals, and the automation surface (JSON output, non-interactive mode, MCP/ACP) is real rather than aspirational.
Independently tested by Hlido — we never take payment to rank or review.
Is gptme/gptme reliable?
STEADY (75) because the tool is demonstrably mature and actively maintained (v0.32.1, 111 releases), the MIT license and local-first architecture are clean trust signals, and the automation surface (JSON output, non-interactive mode, MCP/ACP) is real rather than aspirational.
What it does well:
- Runs as a genuine CLI primitive — non-interactive mode and JSON output make it CI/automation-friendly
- Provider-agnostic: Anthropic, OpenAI, Google, xAI, DeepSeek, OpenRouter, or local llama.cpp
- Local-first and self-hostable — your keys, your machine, no mandatory cloud
- Speaks MCP (client) and ACP (server) so it composes with other tools and editors
Where it falls short:
- CLI-only onboarding — no hosted UI, assumes terminal + pipx fluency
- Public surface is a README; there is no product marketing making verifiable claims to audit
- Polish is functional, not designed — rough edges are part of the deal
Is gptme/gptme safe? Any incidents?
No reliability incidents are on record for gptme/gptme in Hlido's incident registry as of 2026-07-22.
Is gptme/gptme legit?
gptme/gptme is a real, independently reviewed product. Hlido tested it against a fixed 5-dimension framework and captured C2PA-signed evidence during testing. Hlido does not accept payment for placement or ranking — so the 75/100 verdict is earned, not bought. How Hlido scores · gptme/gptme alternatives.