Adaptive Memory Graph MCP Server: Install & Setup

Install Adaptive Memory Graph in Claude Code

Claude Code

claude mcp add adaptive-memory-graph -- uvx adaptive-memory-graph

mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)

{
  "mcpServers": {
    "adaptive-memory-graph": {
      "command": "uvx",
      "args": [
        "adaptive-memory-graph"
      ]
    }
  }
}

Frequently asked questions

What does the Adaptive Memory Graph MCP server do?

Persistent memory for Claude via weighted, interconnected knowledge nodes.

Is the Adaptive Memory Graph MCP server free?

Yes, most likely. Open source and no paid account or API key is mentioned in the listing. Check the provider for current pricing.

Does Adaptive Memory Graph run locally or remotely?

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

How do I add Adaptive Memory Graph to Claude Code?

Run: claude mcp add adaptive-memory-graph -- uvx adaptive-memory-graph

More knowledge, memory & rag MCP servers

View all

Context7

64k

upstash/context7

Up-to-date code documentation for LLMs and AI code editors.

Local + RemoteAccount neededTypeScript

Hindsight

57k

vectorize-io/hindsight

Hindsight: long-term memory for AI agents modeled on human memory.

LocalAccount neededPython

Cognee

33k

topoteretes/cognee/cognee-mcp

Memory manager for AI apps and agents using graph and vector stores, with ingestion from many data sources.

LocalFreeTypeScript

Mastra/mcp-docs

29k

mastra-ai/mastra

Provides AI assistants with direct access to Mastra.ai's complete knowledge base.

LocalFree

Skill Seekers

15k

yusufkaraaslan/Skill_Seekers

Turn docs, GitHub repos, PDFs, videos, Confluence, Notion and Slack/Discord into AI skills and RAG knowledge, exportable to vector databases like Qdrant.

LocalFreePython

AWS Bedrock KB Retrieval

9.9k

awslabs/mcp

Query Amazon Bedrock Knowledge Bases using natural language to retrieve relevant information from your data sources.

LocalFree