Embedded memory for AI agents with SQLite, pgvector semantic search, and Neo4j graph traversal fused via Reciprocal Rank Fusion.
Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.
Install from
M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.
process.env. You'll be asked to provide them before it can run.PINECONE_API_KEY— set -a && source .env && set +a # OPENROUTER_API_KEY, , NEO4J_PASSWORDPINECONE_HOSTPINECONE_INDEXPOSTGRES_URLNEO4J_URIPOSTGRES_DATABASEPOSTGRES_USERNAMEPOSTGRES_PASSWORDPOSTGRES_SSLMODENEO4J_DATABASENEO4J_USERNAMENEO4J_PASSWORD— set -a && source .env && set +a # OPENROUTER_API_KEY, PINECONE_API_KEY,ATTESTOR_JWT_PUBLIC_KEYATTESTOR_JWT_ALGORITHMSATTESTOR_JWT_LEEWAY_SECONDSATTESTOR_JWT_AUDIENCEATTESTOR_JWT_ISSUERATTESTOR_TRACE_FILEATTESTOR_AUDIT_ENABLEDATTESTOR_BENCH_CONFIGATTESTOR_CONFIGHF_HUB_DISABLE_PROGRESS_BARSTOKENIZERS_PARALLELISMTRANSFORMERS_VERBOSITYSAFETENSORS_LOG_LEVELHF_HUB_VERBOSITYHF_HUB_DISABLE_TELEMETRYHF_HUB_DISABLE_IMPLICIT_TOKENTQDM_DISABLEATTESTOR_MCP_TOLERATE_INIT_FAILUREPG_TEST_URLVOYAGE_API_KEYVOYAGE_EMBEDDING_MODELVOYAGE_EMBEDDING_DIMENSIONSOPENAI_EMBEDDING_DIMENSIONS— 3. OpenAI text-embedding-3-large (3072-D native; pin =1024 for schema compat)OPENAI_EMBEDDING_MODELPINECONE_EMBEDDING_MODELPINECONE_EMBEDDING_DIMENSIONSATTESTOR_HOOK_TIMEOUT_SOTEL_EXPORTEROTEL_SERVICE_NAMEHYDE_GENERATOR_MODELMULTI_QUERY_REWRITER_MODELPLANNER_MODELCOHERE_API_KEYATTESTOR_TRACE— Every call writes a JSONL trace to logs/attestor_trace.jsonl (disable via =0).ATTESTOR_TRACE_PATHMY_VARVOYAGE_INPUT_TYPEPINECONE_EMBEDDING_INPUT_TYPEOPENAI_API_KEYOPENAI_BASE_URLATTESTOR_V4ATTESTOR_SKIP_SCHEMA_INIT[](https://m8ven.ai/mcp/bolnet-agent-memory-1wkbic)