{"id":"pilsertech-helixdb-mcp-server","name":"HelixDB-MCP-Server","af_score":46.5,"security_score":18.5,"reliability_score":16.2,"what_it_does":"HelixDB-backed MCP server for storing, querying, and updating business and customer “memory” data, including keyword (BM25) and semantic search plus relationship/interaction tracking (product/service/customer and navigation/directions).","best_when":"You control the deployment (HelixDB + MCP server), want MCP-tool access from LLM clients (Claude Desktop/Cursor/etc.), and can tolerate early-stage development.","avoid_when":"You need a hosted SaaS with documented SLAs, managed auth, clear rate-limit contracts, and mature reliability guarantees; or you require the server’s embedder-backed vector tool to be available immediately.","last_evaluated":"2026-04-04T21:22:35.737320+00:00","has_mcp":true,"has_api":false,"auth_methods":["No MCP-level auth described in README (local tooling implied)","HelixDB connection implied via host/port; no auth described"],"has_free_tier":false,"known_gotchas":["Server is stated as “still in Development,” so tool behavior/schema may change.","`search_vector` (with embedder) is explicitly noted as not yet implemented; use `search_vector_text` instead.","No rate-limit or MCP error-code/retry guidance is documented.","HelixDB connectivity is required; tool availability depends on a running HelixDB at the configured host/port."],"error_quality":0.0}