{"id":"alexk-dev-golemcore-bot","name":"golemcore-bot","af_score":46.0,"security_score":41.8,"reliability_score":23.8,"what_it_does":"GolemCore Bot is a Java/Spring Boot framework and runnable agent that supports skill-based behaviors (Markdown SKILL.md with YAML frontmatter), MCP-based tool server integrations (stdio), tiered multi-LLM routing, optional memory and RAG, and built-in sandboxed tools (with confirmation for destructive actions). It can run as a CLI/Telgram bot and provides a web dashboard and HTTP triggers (webhooks).","best_when":"You want to self-host a Java agent runtime with MCP tool integration and a skill-based architecture, and you can manage LLM API keys and container deployment.","avoid_when":"You require a simple, well-specified external API for programmatic consumption (OpenAPI/SDK/webhooks contracts not evidenced here) or you cannot safely operate sandbox/container tooling.","last_evaluated":"2026-03-30T15:26:14.442380+00:00","has_mcp":false,"has_api":false,"auth_methods":["Configure LLM provider API keys in preferences/runtime-config.json","Dashboard password (temporary admin password on first start; optional BOT_DASHBOARD_ADMIN_PASSWORD)","Optional Telegram allowlist"],"has_free_tier":false,"known_gotchas":["Autonomous/scheduled execution (Auto Mode) can trigger tool actions; ensure confirmations and sandboxing are correctly configured.","Containerized browser tooling may require elevated capabilities/large shared memory; misconfiguration can cause failures or security risk.","MCP tool servers via stdio require careful process management; mismatched protocols/timeouts can cause tool-call failures."],"error_quality":0.0}