{"id":"mrmike-android-source-explorer-mcp","name":"android-source-explorer-mcp","af_score":55.2,"security_score":28.8,"reliability_score":18.8,"what_it_does":"Provides an MCP server/CLI that syncs and locally caches Android source code (AOSP and AndroidX) and exposes tools to search and retrieve classes/methods, with optional LSP-based cross-file navigation (Java/Kotlin).","best_when":"You want offline/local, on-demand code retrieval for Android framework libraries inside an AI workflow via MCP tools.","avoid_when":"You cannot run sync/download steps or you need a network-hosted, access-controlled, multi-tenant service.","last_evaluated":"2026-03-30T13:51:12.457321+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["LSP-powered tools are gated behind ANDROID_SOURCE_LSP=true; without it, only the Tree-sitter/FS tools are available.","Initial sync downloads substantial sources to ~/.android-sources/; agents may fail if they attempt lookups before syncing.","Exact tool parameter schemas and output formats are not included in the provided README excerpt; agents may need to rely on MCP tool definitions at runtime."],"error_quality":0.0}