{"id":"softerist-heuristic-mcp","name":"heuristic-mcp","af_score":38.5,"security_score":18.8,"reliability_score":28.8,"what_it_does":"An MCP server (Node.js) that scans a local workspace, builds a semantic index of code, and exposes tools for AI/editor clients to search relevant code in response to natural-language queries. It also maintains an up-to-date index (via file watching) and supports debugging/status/log commands.","best_when":"You want local, editor-integrated semantic code search over a codebase and can accept initial indexing and local storage.","avoid_when":"You need a hosted/scalable SaaS with robust access controls, documented SLAs, and clearly specified network/security boundaries.","last_evaluated":"2026-03-30T15:32:54.590515+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Initial indexing may require significant resources and/or downloads (embedding model).","No explicit mention of network/auth boundaries; agents should assume local-only and carefully control where the process listens.","Cache/index state may affect results; use --cache and --status when behavior is unexpected."],"error_quality":0.0}