hifriendbot/cogmemai-mcp

Overview

Cogmemai-mcp provides cognitive memory for AI systems via a TypeScript server implementing the Model Context Protocol. It achieves 91% on the LoCoMo benchmark, surpassing human performance, and is designed for autonomous robots, self-driving vehicles, defense systems, and coding assistants.

Best for

Best for
Developers building AI agents that require long-term memory and context retention

Use cases

• Adding persistent memory to coding assistants
• Enabling autonomous robots to recall past experiences
• Improving context retention in defense or vehicle AI systems

How to use

Install

npx cogmemai-mcp setup

Tools exposed

• save_memory
• recall_memories
• extract_memories
• get_project_context
• list_memories
• update_memory
• delete_memory
• bulk_delete
• bulk_update
• get_usage
• export_memories
• import_memories
• ingest_document
• save_session_summary
• list_tags
• link_memories
• get_memory_links
• get_memory_versions
• get_analytics
• promote_memory

Tested with

Claude Desktop, Claude Code, Cursor, Windsurf, Cline, Continue, VS Code, ChatGPT

Notes

Cogmemai-mcp provides cognitive memory for AI systems via a TypeScript server implementing the Model Context Protocol. It achieves 91% on the LoCoMo benchmark, surpassing human performance, and is designed for autonomous robots, self-driving vehicles, defense systems, and coding assistants.

6 stars on GitHub. Last updated 2026-05-31. Licensed MIT.

Use cases

• Adding persistent memory to coding assistants
• Enabling autonomous robots to recall past experiences
• Improving context retention in defense or vehicle AI systems

Pros

• Benchmark performance exceeds human baseline on LoCoMo
• Broad applicability across robotics, defense, and coding
• Built in TypeScript for type safety and broad ecosystem compatibility

Cons

• Very early stage with only 6 stars and limited community adoption
• Narrowly focuses on cognitive memory, not a general AI framework
• Documentation and examples sparse due to small project size

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.