AAIAgentAlts

Memory (reference server)

Simple knowledge-graph memory that persists between chats

★ Stars91.4k91,374 on GitHub
Last commit19 Oct 2026
LicenceApache-2.0 / MIT (MCP licence transition)Per the project
View on GitHub ↗

From GitHub, fetched 19 Oct 2026. Stars are for the whole repository; the last-update date is for this folder.

Visit github.com ↗

Reference server that stores entities, relations and observations in a local JSON file, so an assistant can remember facts across sessions. A good starting point before moving to a heavier memory system.

At a glance

Runs asLocal
TypeMCP server
Maintained byOfficial
Installnpx -y @modelcontextprotocol/server-memory

Sources: github.com/modelcontextprotocol/servers/tree/main/src/memory, checked 19 Oct 2026. “Runs as” is from this listing. Blank means we haven't found it in official docs yet, not that it's unsupported.

In collections

Related tools

Sequential Thinking (reference server)

AI and memory

A scratchpad tool for step-by-step reasoning

Stars
★ 91.4k
Licence
Apache-2.0 / MIT (MCP licence transition)
Updated
  • MCP server
  • Official

Graphiti MCP Server

AI and memory

Time-aware knowledge-graph memory from Zep

Stars
★ 32k
Licence
Apache-2.0
Updated
  • MCP server
  • Official
P

PAL MCP Server

AI and memory

Let one coding agent consult other models

Stars
★ 11.8k
Licence
Apache-2.0
Updated
  • MCP server
  • Community

Basic Memory

AI and memory

Local Markdown notes that both you and the AI can edit

Stars
★ 4.3k
Licence
AGPL-3.0
Updated
  • MCP server
  • Community

Hugging Face MCP Server

AI and memory

Search models, datasets, papers and Spaces on Hugging Face

Stars
★ 306
Licence
MIT
Updated
  • MCP server
  • Official