Provides AI coding assistants with deep, semantic understanding of local codebases via AST-aware chunking, cross-repo symbol graphs, and architectural memory, enabling context-aware code search and dependency tracing.
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process.env. You'll be asked to provide them before it can run.CHANGE_DETECTIONCONFIG_DIRCRONCRON_FASTEDITOR— paparats edit composeprojects Open the file in $; on save, validate +EMBEDDING_MODEL— Overrides: (defaults: text-embedding-3-small,GITHUB_TOKEN— CI (auto) Open/update the chore: release PROLLAMA_BATCH_CHARSOLLAMA_BATCH_SIZEOLLAMA_URLOTEL_EXPORTER_OTLP_ENDPOINT— unset OTLP HTTP endpoint (e.g. http://localhost:4318/v1/traces)OTEL_EXPORTER_OTLP_HEADERS— Authorization=Bearer <apm-secret-token>OTEL_RESOURCE_ATTRIBUTES— unset Extra resource attrs (key=value,key2=value2)OTEL_SERVICE_NAME— paparats-mcpPAPARATS_ANALYTICS_DB_PATH— ~/.paparats/analytics.db Analytics DB filePAPARATS_ANALYTICS_ENABLED— true Local SQLite analytics writesPAPARATS_ANALYTICS_RETENTION_DAYS— 90 Daily prune cutoffPAPARATS_ANALYTICS_RETENTION_RUN_HOUR— 3 Hour-of-day for prune (local time)PAPARATS_GROUPPAPARATS_IDENTITY_HEADER— X-Paparats-User Header name for user attributionPAPARATS_INDEXER_URLPAPARATS_LOG_QUERY_TEXT— true If false, store NULL for search_events.query_textPAPARATS_LOG_RESULT_FILES— true If false, store NULL for search_results.filePAPARATS_METRICS— Observability built in. When =true, every read/write hits aPAPARATS_OTEL_ENABLED— false Enable OTel SDK + OTLP exporterPAPARATS_PROJECTSPAPARATS_REFORMULATION_WINDOW_MS— 90000 Reformulation detection windowPAPARATS_SERVER_URLPAPARATS_TELEMETRY_SAMPLE_RATE— 1.0 Sampling rate (errors are always kept)PAPARATS_UI_BASIC_AUTH— Protect it (optional): =user:pass — applies to /ui and /api/analytics only; /mcp and /api/search stay open so agents keep working.PAPARATS_UI_DEMO— Show the screenshot view to anyone without touching real data: =true (or append ?demo=1 to the URL once).PORTQDRANT_API_KEY— Asks for an API key after; stored in ~/.paparats/.env as .QDRANT_URLQUERY_CACHE_MAX_ENTRIES— max cached queries (default: 1000)QUERY_CACHE_TTL_MS— TTL in milliseconds (default: 300000)REPOSREPOS_DIRSTATE_DB_PATHVISUAL[](https://m8ven.ai/mcp/ibazylchuk-paparats-mcp-khvhh5)