Persistent AI memory server with hybrid search and embedded sync. Enables AI agents to store, retrieve, and manage information across sessions with temporal knowledge graph support.
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expandingideas-ai
Source: Glama
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CLOUDFLARE_ACCOUNT_IDMNEMO_D1_IDMNEMO_IMAGE_TAGMNEMO_KV_IDMNEMO_SKIP_ROUTESCF_ENDPOINTRELAY_PWMCP_RELAY_PASSWORDMNEMO_DB_PATHDB_PATH ~/.mnemo-mcp/memories.db SQLite database path (also accepts )DEDUP_THRESHOLD0.9 Similarity above which a new memory is a duplicateCOMPRESSION_ENABLEDCOMPRESSION_MODELMCP_TRANSPORTv mnemo-data:/data -e =http \TRANSPORT_MODEMNEMO_DATA_DIRPUBLIC_URLe =https://mnemo.example.com \SYNC_PASSPHRASEDOCS_DB_BACKENDJINA_AI_API_KEYjina_ai/ jina.ai/api-dashboardGEMINI_API_KEYgemini/ aistudio.google.com/apikeyGOOGLE_API_KEYOPENAI_API_KEYopenai/ (or bare) platform.openai.com/api-keysEMBEDDING_MODELEMBEDDING_API_BASECustom OpenAI-compatible endpoints (SSRF-guarded): LLM_API_BASE, ,ANTHROPIC_API_KEYXAI_API_KEYLLM_API_BASECustom OpenAI-compatible endpoints (SSRF-guarded): , EMBEDDING_API_BASE,MCP_RELAY_URLRERANK_API_BASECOHERE_API_KEYcohere/ dashboard.cohere.com/api-keysCO_API_KEYARCHIVE_TRIGGER_EVERYMCP_DCR_SERVER_SECRETMCP_PORTMCP_AUTH_DISABLESYNC_S3_BUCKETAll four hints declared on every tool
11/14 tools missing one or more hints — add_memory (missing: idempotentHint, openWorldHint); search_memory (missing: idempotentHint, openWorldHint); list_memories (missing: idempotentHint, openWorldHint), +8 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool inputs are validated
12/14 tool handlers declare input schemas (86%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
Only 0/14 tool handlers wrap calls in try/catch (0%)
Wrap each tool handler body in try/catch and return a structured error response.
Tool test coverage
Only 1/14 tools referenced in tests (7%)
Write tests that reference each tool by name so every tool has at least one test.
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