"memory" matching MCP servers:

Enables building and evaluating shopping/support agents against a deterministic synthetic retail store with in-memory fixtures. Provides tools, resources, and prompts for product search, cart and order flows, inventory, and policy retrieval over stdio or Streamable HTTP.

An MCP server for HR management that enables adding employees, managing tickets and leaves, sending emails, and onboarding new hires via in-memory mock data.

Enterprise support memory agent that remembers customer context across sessions, retrieves relevant memories, and forgets stale facts to reduce re-ask rates.

A self-hosted MCP server that gives an Alexa+ household a durable operational memory for home repairs, warranties, and service cases, enabling multi-turn troubleshooting, provider booking, and reminders.

Enables read-only investigation of support cases with an agent by querying OpenSearch, CloudWatch Logs Insights, and MySQL under cost and read-only guards, while providing a live local viewer, resumable sessions, and shared technical memory across investigations.

Enables LLM agents to initiate real-time outbound WebRTC/SIP calls, execute operational actions mid-call, escalate to human operators, and access live call telemetry through MCP, with zero data-at-rest and TTL-bounded memory.

Enables customer support interactions including answering FAQs, checking order status, and maintaining customer memory across sessions.

A lightweight MCP server that enables AI agents to retrieve customer support ticket information from an in-memory datastore via SSE.