A
licenseNot graded
qualityB
maintenanceEnables AI agents to store and semantically retrieve durable memories across sessions via MCP or REST, with tools for remembering, recalling, asking, updating, and forgetting memories.
5 npm
MIT
agentram-mcp
by seanmarkwei
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TDQS
A3.7/5.0
Scored across 6 tools
Disambiguation4/5
Each tool targets a clearly defined operation, but store_memory and store_shared_memory are close enough in name and behavior that an agent might briefly confuse them. Descriptions do clarify the distinction between agent-specific memory and shared namespaces.
Naming Consistency4/5
Most tools follow a consistent verb_noun pattern: store_memory, retrieve_memory, delete_memory, create_namespace, store_shared_memory. The only minor inconsistency is list_memories using a plural noun while the other memory operations use singular.
Tool Count5/5
Six tools is a well-scoped size for an agent memory server. Each tool represents a distinct core operation without unnecessary bloat or redundancy.
Completeness2/5
Per-agent memory has full CRUD coverage, but the shared namespace feature is incomplete: create_namespace and store_shared_memory exist with no way to retrieve, list, or delete shared memories. This creates a dead-end for agents trying to use shared memory.
Maintenance
ActivityMaintained
ResponsivenessNo issues