{"id":"cryptosignal-crypto-signal","name":"Crypto-Signal","af_score":25.2,"security_score":38.5,"reliability_score":25.0,"what_it_does":"CryptoSignal is a Python command-line crypto technical analysis tool/bot that automates indicator calculations (e.g., RSI, MACD, SMA/EMA, Ichimoku, etc.) for many coins and provides alerting via channels like email, SMS (Twilio), Slack, Telegram, and Discord. It is configured via a local config.yml and typically run via Docker.","best_when":"You want a self-hosted TA/alerting CLI tool that you can configure and extend, and you are comfortable validating indicator/strategy correctness against your own expectations.","avoid_when":"You need a documented, standardized API surface (REST/OpenAPI/SDKs) for agent-driven integration, or you require strong, explicit security guarantees and operational reliability documentation from the package itself.","last_evaluated":"2026-03-29T14:58:05.727561+00:00","has_mcp":false,"has_api":false,"auth_methods":["API keys/credentials for exchanges and alert providers likely via config.yml (not explicitly detailed in provided README)"],"has_free_tier":false,"known_gotchas":["No clearly documented programmatic API (REST/OpenAPI/MCP/SDK); integration is primarily via running a container and managing config.yml.","README indicates 'documentation is often lagging' and 'Beta' state, which can lead to undocumented config fields/behaviors.","Operational details such as rate limits, retries, and error-handling semantics are not described in the provided content."],"error_quality":0.0}