Mengram AI Memory Server

MCPOfficialOpen SourceApache-2.063.2

by alibaizhanov • Uncategorized

An MCP server providing advanced AI memory management with evolving procedural workflows and multi-type memory support.

Example Use Cases

1
Persistent, evolving memory across sessions to improve workflows automatically.
2
Multi-type memory support including semantic facts, episodic events, and procedural workflows.
3
Cognitive profiling and personalized context to enhance interactions.

Description

Mengram is an AI memory platform that stores and evolves three types of memory—semantic, episodic, and procedural—to enable AI agents to learn and improve over time. It features automatic memory hooks, cognitive profiling, multi-user isolation, and integrations with popular frameworks like LangChain and CrewAI. The server supports automatic procedure evolution from failures, making agents smarter with persistent memory across sessions. It also offers import tools for existing data and a full CLI for easy management.

Quick Actions

View on GitHub

Security

Scanned 2 month(s) ago

Risk Level

MINIMAL

Read-only data retrieval, no side effects

Trust Score

C50/100

8/17 checks passed

Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.

Quick Stats

Service TypeMCP

Pricing ModelFreemium

Capabilities0 Tools / 0 Prompts / 0 Resources

Owneralibaizhanov

CategoryUncategorized

DependenciesStandalone