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verygoodplugins/automem

https://github.com/verygoodplugins/automem · scanned 2026-06-16 00:48 UTC (2 months, 1 week ago)

151 raw signals (0 security + 151 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 122 actionable findings from 1 signal source. 29 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 122 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 23 Medium 9 Low 82 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 122 Crowd 0 Layer: Software 23 Frontend 3 Hardware 5 Security 18 Cicd 3 Quality 29 Api 41

Exclude dismissed / FP Exclude test files

All 2046 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`__init__`	software	healthy	`app.py:52`
`_parse_viewer_allowed_origins`	software	healthy	`app.py:103`
`_extract_api_token`	software	healthy	`app.py:250`
`get_openai_client`	software	healthy	`app.py:254`
`_require_admin_token`	software	healthy	`app.py:258`
`require_api_token`	software	healthy	`app.py:267`
`handle_exceptions`	software	healthy	`app.py:472`
`query`	software	healthy	`consolidation.py:37`
`delete`	software	healthy	`consolidation.py:43`
`scroll`	software	healthy	`consolidation.py:48`
`retrieve`	software	healthy	`consolidation.py:58`
`_load_embedding`	software	healthy	`consolidation.py:82`
`_cosine_similarity`	software	healthy	`consolidation.py:104`
`__init__`	software	healthy	`consolidation.py:1129`
`_get_openai_client`	software	healthy	`consolidation.py:171`
`_query_graph`	software	healthy	`consolidation.py:186`
`_get_relationship_count_cached_impl`	software	healthy	`consolidation.py:202`
`_get_relationship_count`	software	healthy	`consolidation.py:218`
`calculate_relevance_score`	software	healthy	`consolidation.py:227`
`_should_protect_memory`	software	healthy	`consolidation.py:284`
`discover_creative_associations`	software	healthy	`consolidation.py:334`
`cluster_similar_memories`	software	healthy	`consolidation.py:457`
`apply_controlled_forgetting`	software	healthy	`consolidation.py:619`
`consolidate`	software	healthy	`consolidation.py:820`
`_apply_decay`	software	healthy	`consolidation.py:1023`
`should_run`	software	healthy	`consolidation.py:1140`
`run_scheduled_tasks`	software	healthy	`consolidation.py:1154`
`get_next_runs`	software	healthy	`consolidation.py:1210`
`_reset_state`	software	healthy	`tests/test_enrichment.py:12`
`test_extract_entities_basic`	software	healthy	`tests/test_enrichment.py:37`
`test_enrich_memory_updates_metadata`	software	healthy	`tests/test_enrichment.py:44`
`test_issue72_examples_are_not_hardcoded_in_validator_source`	software	healthy	`tests/test_entity_quality.py:8`
`test_issue72_low_quality_entities_are_rejected_across_categ…`	software	healthy	`tests/test_entity_quality.py:37`
`test_structural_noise_slugs_are_rejected`	software	healthy	`tests/test_entity_quality.py:71`
`test_generic_and_tooling_noise_is_rejected`	software	healthy	`tests/test_entity_quality.py:97`
`test_possessive_and_suffix_variants_canonicalize_to_base_sl…`	software	healthy	`tests/test_entity_quality.py:114`
`test_people_slugs_must_have_person_name_shape`	software	healthy	`tests/test_entity_quality.py:136`
`test_tool_like_name_is_not_emitted_as_people`	software	healthy	`tests/test_entity_quality.py:150`
`test_extract_entities_avoids_tool_brand_people_pollution`	software	healthy	`tests/test_entity_quality.py:162`
`test_single_token_specific_entities_do_not_require_a_curate…`	software	healthy	`tests/test_entity_quality.py:183`
`test_multi_token_person_names_survive_technical_context`	software	healthy	`tests/test_entity_quality.py:196`
`test_single_token_brandlike_people_still_rejected_in_tool_c…`	software	healthy	`tests/test_entity_quality.py:214`
`test_tool_or_org_suffix_people_rejected_even_with_person_sh…`	software	healthy	`tests/test_entity_quality.py:224`
`test_code_suffixed_tool_names_are_accepted`	software	healthy	`tests/test_entity_quality.py:242`
`test_code_and_markdown_fragments_still_rejected`	software	healthy	`tests/test_entity_quality.py:260`
`test_event_and_opportunity_categories_are_supported`	software	healthy	`tests/test_entity_quality.py:277`
`test_common_word_pairs_are_not_people`	software	healthy	`tests/test_entity_quality.py:295`
`test_people_tags_survive_technical_context_on_slug_path`	software	healthy	`tests/test_entity_quality.py:305`
`test_brandlike_token_pairs_rejected_on_slug_path_without_co…`	software	healthy	`tests/test_entity_quality.py:324`
`maybe_start_docker`	software	healthy	`tests/test_integration.py:54`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`requirements-dev.txt`	software	healthy	`requirements-dev.txt`
`railway.toml`	software	healthy	`railway.toml`
`test-locomo-benchmark.sh`	software	healthy	`test-locomo-benchmark.sh`
`test-longmemeval-benchmark.sh`	software	healthy	`test-longmemeval-benchmark.sh`
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`app.py`	software	healthy	`app.py`
`INSTALLATION.md`	software	healthy	`INSTALLATION.md`
`Dockerfile`	software	healthy	`Dockerfile`
`.pre-commit-config.yaml`	software	healthy	`.pre-commit-config.yaml`
`run-integration-tests.sh`	software	healthy	`run-integration-tests.sh`
`.env.example`	software	healthy	`.env.example`
`pyproject.toml`	software	healthy	`pyproject.toml`
`test-live-server-auto.sh`	software	healthy	`test-live-server-auto.sh`
`Makefile`	software	healthy	`Makefile`
`LICENSE`	software	healthy	`LICENSE`
`requirements.txt`	software	healthy	`requirements.txt`
`consolidation.py`	software	healthy	`consolidation.py`
`test-live-server.sh`	software	healthy	`test-live-server.sh`
`AGENTS.md`	software	healthy	`AGENTS.md`
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`docker-compose.yml`	software	healthy	`docker-compose.yml`
`railway.json`	software	healthy	`railway.json`
`test_enrichment.py`	software	healthy	`tests/test_enrichment.py`
`test_entity_quality.py`	software	healthy	`tests/test_entity_quality.py`
`test_integration.py`	software	healthy	`tests/test_integration.py`
`conftest.py`	software	healthy	`tests/conftest.py`
`test_api_endpoints.py`	software	healthy	`tests/test_api_endpoints.py`
`test_recall_entity_extraction.py`	software	healthy	`tests/test_recall_entity_extraction.py`
`test_embedding_runtime_helpers.py`	software	healthy	`tests/test_embedding_runtime_helpers.py`
`test_regression_drift_scout_contract.py`	software	healthy	`tests/test_regression_drift_scout_contract.py`
`test_benchmark_backends.py`	software	healthy	`tests/test_benchmark_backends.py`
`test_repair_entity_tags.py`	software	healthy	`tests/test_repair_entity_tags.py`
`test_benchmark_env_loading.py`	software	healthy	`tests/test_benchmark_env_loading.py`
`test_locomo_benchmark_script.py`	software	healthy	`tests/test_locomo_benchmark_script.py`
`test_locomo_speaker_extraction.py`	software	healthy	`tests/test_locomo_speaker_extraction.py`
`test_makefile_targets.py`	software	healthy	`tests/test_makefile_targets.py`
`test_classification_stats.py`	software	healthy	`tests/test_classification_stats.py`
`test_benchmark_result_analyzer.py`	software	healthy	`tests/test_benchmark_result_analyzer.py`
`test_content_size.py`	software	healthy	`tests/test_content_size.py`
`test_embedding_providers.py`	software	healthy	`tests/test_embedding_providers.py`
`test_app.py`	software	healthy	`tests/test_app.py`
`test_consolidation_engine.py`	software	healthy	`tests/test_consolidation_engine.py`
`test_service_runtime.py`	software	healthy	`tests/test_service_runtime.py`
`test_longmemeval_benchmark_script.py`	software	healthy	`tests/test_longmemeval_benchmark_script.py`
`test_locomo_cat5_judge.py`	software	healthy	`tests/test_locomo_cat5_judge.py`
`test_vector_size_safety.py`	software	healthy	`tests/test_vector_size_safety.py`
`test_backup_endpoint.py`	software	healthy	`tests/test_backup_endpoint.py`
`test_metadata_recall_search.py`	software	healthy	`tests/test_metadata_recall_search.py`
`test_entity_identities.py`	software	healthy	`tests/test_entity_identities.py`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`PointStruct`	software	healthy	`app.py:51`
`GraphLike`	software	healthy	`consolidation.py:34`
`VectorStoreProtocol`	software	healthy	`consolidation.py:40`
`MemoryRow`	software	healthy	`consolidation.py:69`
`MemoryConsolidator`	software	healthy	`consolidation.py:121`
`ConsolidationScheduler`	software	healthy	`consolidation.py:1118`
`FalkorDB`	software	healthy	`tests/conftest.py:16`
`QdrantClient`	software	healthy	`tests/conftest.py:33`
`Distance`	software	healthy	`tests/conftest.py:59`
`VectorParams`	software	healthy	`tests/conftest.py:62`
`OptimizersConfigDiff`	software	healthy	`tests/conftest.py:68`
`HnswConfigDiff`	software	healthy	`tests/conftest.py:73`
`PointStruct`	software	healthy	`tests/conftest.py:78`
`MatchAny`	software	healthy	`tests/conftest.py:84`
`MatchValue`	software	healthy	`tests/conftest.py:88`
`FieldCondition`	software	healthy	`tests/conftest.py:92`
`Filter`	software	healthy	`tests/conftest.py:97`
`PointIdsList`	software	healthy	`tests/conftest.py:103`
`_Embeddings`	software	healthy	`tests/conftest.py:123`
`_Completions`	software	healthy	`tests/conftest.py:127`
`_Chat`	software	healthy	`tests/conftest.py:140`
`OpenAI`	software	healthy	`tests/conftest.py:144`
`MockQdrantClient`	software	healthy	`tests/test_api_endpoints.py:27`
`_Node`	software	healthy	`tests/test_api_endpoints.py:3580`
`Graph`	software	healthy	`tests/test_api_endpoints.py:3708`
`_TimestampRaises`	software	healthy	`tests/test_api_endpoints.py:4211`
`_State`	software	healthy	`tests/test_embedding_runtime_helpers.py:31`
`Provider`	software	healthy	`tests/test_embedding_runtime_helpers.py:240`
`_Response`	software	healthy	`tests/test_benchmark_backends.py:8`
`_LoCoMoBackend`	software	healthy	`tests/test_benchmark_backends.py:217`
`CapturingGraph`	software	healthy	`tests/test_repair_entity_tags.py:20`
`SleepingGraph`	software	healthy	`tests/test_repair_entity_tags.py:29`
`MemoryScanGraph`	software	healthy	`tests/test_repair_entity_tags.py:42`
`SplittingMemoryScanGraph`	software	healthy	`tests/test_repair_entity_tags.py:68`
`TimeoutOnFullMemoryIdScanGraph`	software	healthy	`tests/test_repair_entity_tags.py:78`
`CapturingQdrant`	software	healthy	`tests/test_repair_entity_tags.py:88`
`FlakyQdrant`	software	healthy	`tests/test_repair_entity_tags.py:96`
`SleepingQdrant`	software	healthy	`tests/test_repair_entity_tags.py:108`
`RetrievingQdrant`	software	healthy	`tests/test_repair_entity_tags.py:120`
`SplittingRetrievingQdrant`	software	healthy	`tests/test_repair_entity_tags.py:135`
`DisconnectingRetrievingQdrant`	software	healthy	`tests/test_repair_entity_tags.py:147`
`_DummyBackend`	software	healthy	`tests/test_benchmark_env_loading.py:7`
`TestShouldSummarizeContent`	software	healthy	`tests/test_content_size.py:13`
`TestSummarizeContent`	software	healthy	`tests/test_content_size.py:41`
`TestMemoryStoreContentSize`	software	healthy	`tests/test_content_size.py:89`
`FakeVectorStore`	software	healthy	`tests/test_consolidation_engine.py:19`
`FixedDatetime`	software	healthy	`tests/test_consolidation_engine.py:31`
`RecordingGraph`	software	healthy	`tests/test_consolidation_engine.py:154`
`OpenAIModule`	software	healthy	`tests/test_consolidation_engine.py:204`
`FakeCompletions`	software	healthy	`tests/test_locomo_cat5_judge.py:684`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`ANY /health`	api	healthy	`automem/api/health.py`
`ANY /backup`	api	healthy	`automem/api/backup.py`
`ANY /stream`	api	healthy	`automem/api/stream.py`
`ANY /stream/status`	api	healthy	`automem/api/stream.py`
`ANY /recall`	api	healthy	`automem/api/recall.py`
`ANY /startup-recall`	api	healthy	`automem/api/recall.py`
`ANY /analyze`	api	healthy	`automem/api/recall.py`
`ANY /memories/<memory_id>/related`	api	healthy	`automem/api/recall.py`
`ANY /memory`	api	healthy	`automem/api/memory.py`
`ANY /memory/<memory_id>`	api	healthy	`automem/api/memory.py`
`ANY /memory/by-tag`	api	healthy	`automem/api/memory.py`
`ANY /associate`	api	healthy	`automem/api/memory.py`
`ANY /memory/batch`	api	healthy	`automem/api/memory.py`
`ANY /snapshot`	api	healthy	`automem/api/graph.py`
`ANY /neighbors/<memory_id>`	api	healthy	`automem/api/graph.py`
`ANY /stats`	api	healthy	`automem/api/graph.py`
`ANY /types`	api	healthy	`automem/api/graph.py`
`ANY /relations`	api	healthy	`automem/api/graph.py`
`ANY /admin/reembed`	api	healthy	`automem/api/admin.py`
`ANY /admin/sync`	api	healthy	`automem/api/admin.py`
`ANY /enrichment/status`	api	healthy	`automem/api/enrichment.py`
`ANY /enrichment/reprocess`	api	healthy	`automem/api/enrichment.py`
`ANY /entities`	api	healthy	`automem/api/entity.py`
`ANY /entity/<slug>`	api	healthy	`automem/api/entity.py`
`ANY /entities/merge-candidates`	api	healthy	`automem/api/entity.py`
`ANY /entities/audit`	api	healthy	`automem/api/entity.py`
`ANY /entity/<slug>/merge`	api	healthy	`automem/api/entity.py`
`ANY /`	api	healthy	`automem/api/viewer.py`
`ANY /<path:path>`	api	healthy	`automem/api/viewer.py`
`ANY /consolidate`	api	healthy	`automem/api/consolidation.py`
`ANY /consolidate/status`	api	healthy	`automem/api/consolidation.py`
`GET /health`	api	healthy	`mcp-sse-server/server.js`
`GET /ready`	api	healthy	`mcp-sse-server/server.js`
`POST /alexa`	api	healthy	`mcp-sse-server/server.js`
`ALL /mcp`	api	healthy	`mcp-sse-server/server.js`
`GET /mcp/sse`	api	healthy	`mcp-sse-server/server.js`
`POST /mcp/messages`	api	healthy	`mcp-sse-server/server.js`

Label	Layer	Status	Path
`tests`	software	healthy	`tests`
`benchmarks`	software	healthy	`tests/benchmarks`
`core_adapter`	software	healthy	`tests/benchmarks/core_adapter`
`results`	software	healthy	`tests/benchmarks/results`
`longmemeval`	software	healthy	`tests/benchmarks/longmemeval`
`contracts`	software	healthy	`tests/contracts`
`support`	software	healthy	`tests/support`
`benchmarks`	software	healthy	`benchmarks`
`baselines`	software	healthy	`benchmarks/baselines`
`postmortems`	software	healthy	`benchmarks/postmortems`
`publication`	software	healthy	`benchmarks/publication`
`2026-05-arxiv`	software	healthy	`benchmarks/publication/2026-05-arxiv`
`docs`	software	healthy	`docs`
`scripts`	software	healthy	`scripts`
`lib`	software	healthy	`scripts/lib`
`lab`	software	healthy	`scripts/lab`
`configs`	software	healthy	`scripts/lab/configs`
`bench`	software	healthy	`scripts/bench`
`automem`	software	healthy	`automem`
`classification`	software	healthy	`automem/classification`
`enrichment`	software	healthy	`automem/enrichment`
`stores`	software	healthy	`automem/stores`
`sync`	software	healthy	`automem/sync`
`analytics`	software	healthy	`automem/analytics`
`consolidation`	software	healthy	`automem/consolidation`
`api`	software	healthy	`automem/api`
`utils`	software	healthy	`automem/utils`
`search`	software	healthy	`automem/search`
`embedding`	software	healthy	`automem/embedding`
`mcp-sse-server`	software	healthy	`mcp-sse-server`
`test`	software	healthy	`mcp-sse-server/test`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`

Label	Layer	Status	Path
`FALKORDB_HOST`	cicd	healthy	`—`
`FALKORDB_PORT`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`REGISTRY`	cicd	healthy	`—`
`RELEASE_PLEASE_TOKEN`	cicd	healthy	`—`
`IMAGE_NAME`	cicd	healthy	`—`
`AWS_SECRET_ACCESS_KEY`	cicd	healthy	`—`
`AWS_DEFAULT_REGION`	cicd	healthy	`—`
`QDRANT_URL`	cicd	healthy	`—`
`CODECOV_TOKEN`	cicd	healthy	`—`
`QDRANT_API_KEY`	cicd	healthy	`—`
`AWS_ACCESS_KEY_ID`	cicd	healthy	`—`
`FALKORDB_PASSWORD`	cicd	healthy	`—`

Label	Layer	Status	Path
`release-please`	cicd	healthy	`.github/workflows/release-please.yml`
`backup`	cicd	healthy	`.github/workflows/backup.yml`
`dispatch`	cicd	healthy	`.github/workflows/benchmarks-dispatch.yml`
`build`	cicd	healthy	`.github/workflows/docker-build-mcp-automem.yml`
`semantic-pr-title`	cicd	healthy	`.github/workflows/semantic-pr-title.yml`
`pre-commit`	cicd	healthy	`.github/workflows/ci.yml`
`node-test`	cicd	healthy	`.github/workflows/ci.yml`
`test`	cicd	healthy	`.github/workflows/ci.yml`
`coverage`	cicd	healthy	`.github/workflows/ci.yml`
`build`	cicd	healthy	`.github/workflows/docker-build.yml`
`check-docs`	cicd	healthy	`.github/workflows/docs-dispatch.yml`

Label	Layer	Status	Path
`gha::release-please`	cicd	healthy	`.github/workflows/release-please.yml`
`gha::backup`	cicd	healthy	`.github/workflows/backup.yml`
`gha::benchmarks-dispatch`	cicd	healthy	`.github/workflows/benchmarks-dispatch.yml`
`gha::docker-build-mcp-automem`	cicd	healthy	`.github/workflows/docker-build-mcp-automem.yml`
`gha::semantic-pr-title`	cicd	healthy	`.github/workflows/semantic-pr-title.yml`
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`
`gha::docker-build`	cicd	healthy	`.github/workflows/docker-build.yml`
`gha::docs-dispatch`	cicd	healthy	`.github/workflows/docs-dispatch.yml`

Label	Layer	Status	Path
`postgresql`	data	healthy	`README.md`
`mongodb`	data	healthy	`README.md`
`sqlite`	data	healthy	`README.md`
`redis`	data	healthy	`docker-compose.yml`
`postgres`	data	healthy	`tests/test_api_endpoints.py`

Label	Layer	Status	Path
`image::Dockerfile`	hardware	healthy	`Dockerfile`
`image::mcp-sse-server/Dockerfile`	hardware	healthy	`mcp-sse-server/Dockerfile`
`falkordb`	hardware	healthy	`docker-compose.yml`
`qdrant`	hardware	healthy	`docker-compose.yml`
`flask-api`	hardware	healthy	`docker-compose.yml`

Label	Layer	Status	Path
`password_literal::scripts/lab/clone_production.sh`	security	healthy	`scripts/lab/clone_production.sh`
`password_literal::scripts/lab/clone_production.sh`	security	healthy	`scripts/lab/clone_production.sh`
`password_literal::scripts/lab/clone_production.sh`	security	healthy	`scripts/lab/clone_production.sh`
`password_literal::scripts/lab/clone_production.sh`	security	healthy	`scripts/lab/clone_production.sh`

Label	Layer	Status	Path
`port:8001`	network	healthy	`README.md`
`port:6379`	network	healthy	`scripts/rescore_relevance.py`
`port:8080`	network	healthy	`mcp-sse-server/Dockerfile`

Label	Layer	Status	Path
`kafka`	data	healthy	`README.md`
`rabbitmq`	data	healthy	`README.md`

Label	Layer	Status	Path
`vps::azure`	hardware	healthy	`CLAUDE.md`
`vps::aws`	hardware	healthy	`scripts/backup_automem.py`

Label	Layer	Status	Path
`repobility-clone-20ek7yph`	software	healthy	`/tmp/repobility-clone-20ek7yph`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`tests/test_integration.py`

Label	Layer	Status	Path
`nginx`	network	healthy	`automem/api/stream.py`

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verygoodplugins/automem

Complete repo analysis

function 50+

file 50+

class 50+

endpoint 37

directory 33

env_var 13

job 11

pipeline 8

database 5

container 5

secret 4

port 3

queue 2

vps 2

repo 1

service 1

load_balancer 1