How do I install the memory graph mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

What credentials does it need?

It reads `MEMORY_FALKORDBLITE_PATH`, `MEMORY_FALKORDB_HOST`, `MEMORYGRAPH_API_KEY`, `MEMORY_SQLITE_PATH`, `MEMORYGRAPH_API_URL` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

SSyncDev

Start a project

Memory Graph MCP Server

<strong>Graph-based Memory CLI for AI Coding Agents</strong>

Local serverstdioTypeScript

What is the Memory Graph MCP Server?

Graph-based Memory CLI for AI Coding Agents

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Memory Graph MCP Server

{
  "mcpServers": {
    "memory-graph": {
      "command": "npx",
      "args": ["-y", "tsc"],
      "env": {
        "MEMORY_FALKORDBLITE_PATH": "your-value",
        "MEMORY_FALKORDB_HOST": "your-value",
        "MEMORYGRAPH_API_KEY": "your-value",
        "MEMORY_SQLITE_PATH": "your-value",
        "MEMORYGRAPH_API_URL": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

Variable	Description	Required
MEMORY_FALKORDBLITE_PATH	Filesystem location the server is allowed to use.	Optional
MEMORY_FALKORDB_HOST	Endpoint or connection string the server talks to.	Optional
MEMORYGRAPH_API_KEY	Credential the server authenticates with.	Yes
MEMORY_SQLITE_PATH	Filesystem location the server is allowed to use.	Optional
MEMORYGRAPH_API_URL	Endpoint or connection string the server talks to.	Yes

Example prompts to try

“Use Memory Graph to Troubleshooting.”
“Use Memory Graph to Intelligence.”
“Use Memory Graph to Analytics.”

Frequently asked questions

<strong>Graph-based Memory CLI for AI Coding Agents</strong> Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

Alternatives to the Memory Graph MCP Server

Filesystem

Official

Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.

File Systems & StorageTypeScript★ 63.0k

Context7

Official

Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.

Documentation & API ReferencesRemoteTypeScript★ 32.0k

Open

🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD

Developer ToolsRemotePython

MCP PowerShell Exec Server

MCP Server for executing PowerShell scripts

Developer ToolsPython

Perplexity

A Perplexity MCP server based on https://github.com/jaacob/perplexity-mcp which includes additional tools supporting domain filtering, search recency

Search & Web ScrapingTypeScript

MCP Go SDK

Build Model Context Protocol (MCP) servers in Go

Developer ToolsGo