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mcp-knowledge-graph

MCP ServerCode & Developer ToolsJavaScriptOpen source

mcp-knowledge-graph is a JavaScript MCP server for Claude Desktop. MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

Decision snapshot

Is this a fit?

Best for

Connecting agents to external tools and data, Integrations workflows, Coding workflows, Data workflows

Works with

Claude Desktop, JavaScript, Node.js

Access

Check project documentation authentication

Setup

Local

Project health

9 months ago · MIT license

Considerations

Requires JavaScript. Requires Node.js. Requires MIT license.

How to use mcp-knowledge-graph

Install or run

npm run build",

Client configuration

{
  "mcpServers": {
    "Aim-Memory-Bank": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-knowledge-graph",
        "--memory-path",
        "/Users/yourusername/.aim"
      ]
    }
  }
}

Compatible clients

Claude Desktop

What is mcp-knowledge-graph?

mcp-knowledge-graph is a JavaScript MCP server for Claude Desktop. MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
65/100
Maintenance signal
55/100
Adoption signal
73/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.

Key capabilities

  • Tool access support
  • Document generation support
  • Anthropic provider support
  • package.json config support
  • Connecting agents to external tools and data
  • Integrations workflows
  • Coding workflows

Compatibility and setup

Claude Desktop
  • Built for JavaScript
  • Built for Node.js
  • Works with Claude Desktop
  • Database access

MCP metadata is retained with field-level source and confidence evidence. Undetected values remain unknown.

Requirements and access

JavaScriptNode.jsMIT licenseDatabase accessDatabase access

Security and permissions

Review permissions before connecting any MCP server to an agent. Pay special attention to whether it can read local files, write data, call external services, or perform destructive actions.

Check project documentation authenticationLocal

When to use mcp-knowledge-graph

  • Use it for connecting agents to external tools and data.
  • Use it for integrations workflows.
  • Use it for coding workflows.
  • Use it for data workflows.
  • Use it for claude desktop users.

Built with

JavaScriptNode.jsClaude Desktop

Verified compatibility and discovery

Frequently asked questions

What is mcp-knowledge-graph?

mcp-knowledge-graph is a JavaScript MCP server for Claude Desktop. MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

Who is mcp-knowledge-graph best for?

mcp-knowledge-graph is best for connecting agents to external tools and data, integrations workflows, coding workflows, data workflows, claude desktop users.

How do I install mcp-knowledge-graph?

Check the mcp-knowledge-graph GitHub repository for installation instructions.

Is mcp-knowledge-graph actively maintained?

mcp-knowledge-graph may need a closer maintenance check before production use.

Share:

Stars
862
Forks
103
Last commit
9 months ago
Last verified
Not yet verified
Metadata fetched
Jul 25, 2026
Repository age
2 years
License
MIT

Project health auto-fetched from the source repository.

Maintain this resource?

Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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