mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
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CHROME_BINCLAUDE_CODE_CLICLOUDFLARE_ACCOUNT_IDMCP_API_KEYMCP_MEMORY_CHROMADB_HOSTMCP_MEMORY_CHROMADB_PORTMCP_MEMORY_CHROMADB_SSLMCP_MEMORY_CHROMA_PATHMCP_MEMORY_SQLITE_PATHMCP_MEMORY_STORAGE_BACKENDOPENCODE_CONFIG_DIROPENCODE_MEMORY_ALLOW_SELF_SIGNED_CERTSOPENCODE_MEMORY_API_KEYOPENCODE_MEMORY_ENDPOINTThe plugin defaults to http://127.0.0.1:8000, but memoryService.endpoint and let you target any reachable HTTP deployment.OPENCODE_MEMORY_LOAD_TIMEOUT_MSOPENCODE_MEMORY_PLUGIN_CONFIGOPENCODE_MEMORY_STATUS_FILEOPENCODE_MEMORY_TIMEOUT_MSOPENCODE_MEMORY_URLTERM_PROGRAMMCP_UPDATE_GIT_REMOTEMCP_UPDATE_GIT_BRANCHMCP_HTTP_HOSTMCP_HTTP_PORTMCP_SSE_MODEMCP_SSE_HOSTMCP_SSE_PORTMCP_STREAMABLE_HTTP_MODELLAMAPARSE_API_KEYMCP_HARVEST_SESSION_DIRMCP_AGENT_IDMCP_CONSOLIDATION_THRESHOLDMCP_CONSOLIDATION_MIN_INTERVALMCP_BOOTSTRAP_ENABLEDMCP_BOOTSTRAP_MAX_TOKENSMCP_BOOTSTRAP_FRESH_START_INTERVALDOCKER_CONTAINERMCP_HTTP_ENABLEDMCP_MEMORY_HTTP_AUTO_STARTLM_STUDIOCLAUDE_DESKTOPHF_HOMETRANSFORMERS_CACHESENTENCE_TRANSFORMERS_HOMEMCP_INIT_TIMEOUTMCP_MEMORY_OFFLINEHF_HUB_OFFLINETRANSFORMERS_OFFLINEHARVEST_LOCALEMCP_BOOTSTRAP_FORMATTERXDG_DATA_HOMEMCP_HTTPS_ENABLEDv11.3.3 - PATCH: fix(cli): memory CLI commands respect (fixes silent failures when TLS is enabled) (July 1, 2026)MCP_MEMORY_ALLOW_SELF_SIGNED_CERTSMCP_BACKUP_INTERVALMCP_MEMORY_BASE_DIRMCP_CONSOLIDATION_ENABLEDMCP_MEMORY_INCLUDE_HOSTNAMEMCP_DECAY_ENABLEDMCP_ASSOCIATIONS_ENABLEDMCP_ASSOCIATION_MIN_SIMILARITYMCP_ASSOCIATION_MAX_SIMILARITYMCP_ASSOCIATION_MAX_PAIRSMCP_CLUSTERING_ENABLEDMCP_CLUSTERING_MIN_SIZEMCP_CLUSTERING_ALGORITHMMCP_COMPRESSION_ENABLEDMCP_COMPRESSION_MAX_LENGTHMCP_COMPRESSION_PRESERVE_ORIGINALSMCP_FORGETTING_ENABLEDMCP_FORGETTING_RELEVANCE_THRESHOLDMCP_FORGETTING_ACCESS_THRESHOLDMCP_CONSOLIDATION_BATCH_SIZEMCP_CONSOLIDATION_INCREMENTALMCP_SCHEDULE_DAILYMCP_SCHEDULE_WEEKLYMCP_SCHEDULE_MONTHLYMCP_SCHEDULE_QUARTERLYMCP_SCHEDULE_YEARLYMCP_CONSOLIDATION_QUALITY_BOOST_FACTORMCP_CONSOLIDATION_MIN_CONNECTED_QUALITYMCP_MEMORY_USE_ONNXMCP_EMBEDDING_MODELMCP_GRAPH_STORAGE_MODEMCP_LOCALEMCP_DCR_REGISTRATION_KEYMCP_OAUTH_STORAGE_BACKENDMCP_OAUTH_SECRET_KEYMCP_OAUTH_ISSUERMCP_OAUTH_TRUST_PROXY_HEADERMCP_CUSTOM_MEMORY_TYPES[Memory Type Ontology](docs/memory-ontology.md) – Built-in taxonomy and env varMCP_QUALITY_AI_PROVIDERHomelab / self-hosted quality scoring (v10.45.0+): set =openai-compatible to score memories with your local LLM instead of ONNX or a cloud API:MCP_QUALITY_LOCAL_MODELMCP_QUALITY_LOCAL_DEVICEMCP_QUALITY_BOOST_WEIGHTMCP_MAINTAIN_AUTO_RESOLVE_THRESHOLDMCP_ENTITY_CUSTOM_TERMSMCP_AUTO_EXTRACT_MIN_CONFIDENCEMCP_HYBRID_FUSION_METHODMCP_HYBRID_RRF_CONSENSUS_BOOSTMCP_HYBRID_KEYWORD_WEIGHTMCP_HYBRID_SEMANTIC_WEIGHTMCP_MISTAKE_NOTE_DEDUP_THRESHOLDCLOUDFLARE_API_TOKENCLOUDFLARE_VECTORIZE_INDEXCLOUDFLARE_D1_DATABASE_IDCLOUDFLARE_R2_BUCKETCLOUDFLARE_EMBEDDING_MODELCLOUDFLARE_LARGE_CONTENT_THRESHOLDCLOUDFLARE_MAX_RETRIESCLOUDFLARE_BASE_DELAYMCP_HYBRID_SYNC_OWNERMCP_MILVUS_URIMCP_MILVUS_TOKENMCP_MILVUS_COLLECTION_NAMEMCP_CORS_ORIGINSMCP_SSL_CERT_FILEMCP_SSL_KEY_FILEMCP_MDNS_ENABLEDMCP_MDNS_SERVICE_NAMEMCP_MDNS_SERVICE_TYPEMCP_PEER_VERIFY_SSLMCP_PEER_SSL_CA_FILEMCP_BELIEF_LAMBDAMCP_BELIEF_PROVENANCE_FLOORMCP_BELIEF_CONFIDENCE_FLOORMCP_CONTRADICTION_DETECTION_ENABLEDMCP_CONTRADICTION_ON_STOREMCP_CONTRADICTION_SIM_MINMCP_CONTRADICTION_SIM_MAXMCP_CONTRADICTION_KNN_KMCP_INSIGHT_EXCLUDE_TAGSMCP_QUARANTINE_CONTRADICTION_THRESHOLDMCP_BELIEFS_ENABLEDMCP_EXTERNAL_EMBEDDING_API_KEYMCP_MEMORY_ONNX_ALLOW_DOWNLOADGROQ_API_KEYHARVEST_META_FILTERHARVEST_LLM_PROVIDERSHARVEST_LLM_PROVIDERHARVEST_LLM_MODELMCP_QUALITY_BATCH_SIZEMCP_QUALITY_BOOST_ENABLEDMCP_QUALITY_IMPLICIT_BLEND_ENABLEDMCP_QUALITY_IMPLICIT_WEIGHTMCP_QUALITY_SYSTEM_ENABLEDGEMINI_API_KEYMCP_QUALITY_AI_BASE_URLMCP_QUALITY_AI_MODELMCP_QUALITY_AI_API_KEYMCP_QUALITY_FALLBACK_ENABLEDMCP_QUALITY_DEBERTA_THRESHOLDMCP_QUALITY_MSMARCO_THRESHOLDMCP_QUALITY_ONNX_MODEL_DIR1. Export once, mount the directory (recommended). Run scripts/quality/export_deberta_onnx.py on any machine with torch/transformers, then mount the result and point at it.MCP_QUALITY_MIN_GPU_BATCHMCP_ENTITY_EXTRACTOR_MODULESMCP_ENTITY_LINKING_ENABLEDMCP_NLI_BACKENDMCP_NLI_ENABLEDMCP_NLI_CONFIDENCE_THRESHOLDMEMORY_DECAY_WINDOW_DAYSPYTHONNOUSERSITEPYTORCH_ENABLE_MPS_FALLBACKPYTORCH_MPS_HIGH_WATERMARK_RATIOPYTORCH_CUDA_ALLOC_CONFHSA_OVERRIDE_GFX_VERSIONOMP_NUM_THREADSMKL_NUM_THREADSTOKENIZERS_PARALLELISMTRANSFORMERS_NO_ADVISORY_WARNINGSCUDA_LAUNCH_BLOCKINGLOG_LEVELMCP_ERROR_WEIGHTMCP_LEARNING_RATEMCP_FRUSTRATION_THRESHOLDMCP_SEMANTIC_DEDUP_ENABLEDMCP_SEMANTIC_DEDUP_TIME_WINDOW_HOURSMCP_SEMANTIC_DEDUP_THRESHOLDCOMPUTERNAMEHOSTNAMETool annotations
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Shell command execution
8 calls in production code run through a shell (claude-hooks/utilities/git-analyzer.js:33, claude-hooks/utilities/git-analyzer.js:59, claude-hooks/utilities/git-analyzer.js:322)
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