Adaptive Memory Graph MCP server

Read from the package source without running it. The installed server may list more.

• amg_add_node

  Manually add a new node to the memory graph.

• amg_expand_branch

  Fetch the full content of a memory node when contextually relevant.

• amg_export_report

  Generate a human-readable summary of the current graph state.

• amg_get_connected_nodes

  Get nodes connected to a given node above a minimum weight threshold.

• amg_list_chat_sessions

  List available Claude Code chat sessions for review.

• amg_load_index

  Load the lightweight memory graph index at session start.

• amg_log_session

  Log session summary at the end of a conversation.

• amg_manual_adjust

  Manually adjust a node's weight or status.

• amg_read_chat_session

  Read a Claude Code chat session and return its conversation content.

• amg_search_nodes

  Search for nodes by title, summary, tags, or content.

• amg_update_graphwrite action

  Process pending session logs and apply decay to the graph.

• Code scan11 source files scanned25/25
• –Live reliabilityno gateway calls yet and no remote to proben/a
• –Tool poisoningtools not inspected (local package is not executed); not countedn/a
• Auth qualitylocal package, no credentials required12/15
• Maintenancelast push 200 days ago4/15
• Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Safety score

75/100

higher than 45% of 48,255 servers

Tools

11

the typical server has 7

Tools that change things

9%

typical: 0%. Fewer write tools means less an agent can break

Downloads a week

27

more than 14% of 12,191 servers with a package

Adaptive Memory Graph: common questions

Is Adaptive Memory Graph MCP server safe?

Mostly: it is graded B (75/100). Read the Adaptive Memory Graph safety report

How do I install Adaptive Memory Graph?

It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.

Does Adaptive Memory Graph need an API key?

Not as far as the registry entry and our scan can tell: no credentials are declared or required.

Is Adaptive Memory Graph maintained?

The last commit was 238 days ago (2026-03-11). The latest release is v1.1.1.

What can I use instead of Adaptive Memory Graph?

Servers from other publishers that do the same job: Codebase Memory MCP server, Neo4j Memory MCP server and State Memory MCP server.

How does Adaptive Memory Graph compare with other MCP servers?

safety score 75/100 (higher than 45% of 48,255 servers); tools 11 (the typical server has 7); tools that change things 9% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.