A local MCP server enabling hybrid search over documents, memory, and knowledge graphs for retrieval-augmented generation, with tools for SQLite, semantic memory, and entity-relationship queries.
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process.env. You'll be asked to provide them before it can run.DOCS_DB_PATH— ./data/docs.db docs corpus DBHYBRID_RECALL_DEBUGMEMORY_SERVICE_HOSTMEMORY_SERVICE_PORT— 8767 memory daemon portOUTPUT_MAX_CHARSEMBED_SERVER_URL— To run the models on a different machine, point /RERANKER_URL— at that host. The tools do not care where the servers live.KNOWLEDGE_GRAPH_PATH— ./data/knowledge_graph.jsonl KG storageKG_MAX_ENTITIESKG_MAX_OBS_PER_ENTITYKG_SEMANTIC_WEIGHTKG_KEYWORD_WEIGHTKG_MIN_SIMILARITYKG_DEFAULT_SEARCH_MODEKG_OBS_DEDUP_THRESHOLDMEMORY_REQUEST_TIMEOUTMEMORY_CONNECT_TIMEOUTMEMORY_POOL_SIZEMEMORY_MAX_RETRIESMEMORY_THREAD_POOL_SIZEMEMORY_OP_TIMEOUTEMBED_SERVER_TIMEOUTRERANKER_TIMEOUTEMBED_SERVER_RETRIESRERANKER_MAX_DOC_CHARSRERANKER_MAX_QUERY_CHARSEMBED_MAX_TOKENSEMBED_TOKENS_PER_CHARMEMORY_PORTMEMORY_AUTO_SAVE_ENABLEDMEMORY_AUTO_SAVE_INTERVALMEMORY_MAX_DIRTY_OPSMEMORY_MAX_KEYSMEMORY_MAX_VALUE_SIZEMEMORY_MAX_TOTAL_SIZEMEMORY_ENABLE_LIMITSMEMORY_INDEX_THRESHOLD[](https://m8ven.ai/mcp/cutlerbenjamin1-cmd-hybrid-recall-1e6vlh)