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Mengram

Mengram is an MCP server that adds search and knowledge tools to AI assistants such as Claude Code, Cursor and VS Code. Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows. It has 204 GitHub stars, is released under the Apache-2.0 license and runs as a remote server at https://mengram.io/mcp.

github.com/alibaizhanov/mengram (opens in a new tab)

Data as of from the GitHub API and the official MCP registry; description from the project's repository. Report an error

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Install Mengram

Generated from the server's MCP registry entry. Replace your-value with your own values.

Claude Desktop

Settings > Connectors > Add custom connector
URL: https://mengram.io/mcp

Remote servers are added as a custom connector, not in claude_desktop_config.json.

Claude Code

claude mcp add --transport http mengram "https://mengram.io/mcp"

Cursor

.cursor/mcp.json
{
  "mcpServers": {
    "mengram": {
      "url": "https://mengram.io/mcp"
    }
  }
}

VS Code

.vscode/mcp.json
{
  "servers": {
    "mengram": {
      "type": "http",
      "url": "https://mengram.io/mcp"
    }
  }
}

Config formats checked against the official docs on Oct 7, 2026: modelcontextprotocol.io (opens in a new tab), code.claude.com (opens in a new tab), cursor.com (opens in a new tab), code.visualstudio.com (opens in a new tab).

About Mengram

Website · Get API Key · Docs · Console · Examples Native multilingual: ask in Russian, Chinese, Spanish, Japanese — Mengram retrieves and answers across 23 languages (Cohere multilingual embeddings + rerank).

  • ai-agents
  • ai-memory
  • episodic-memory
  • mcp-server
  • procedural-memory
  • rag
  • agent-memory
  • claude-desktop
  • cognitive-architecture
  • cohere

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FAQ

Mengram FAQ

Still curious? Email info@appsgit.com.

How do I install the Mengram MCP server?

It is a remote MCP server at https://mengram.io/mcp. Add it with claude mcp add --transport http in Claude Code, as a url entry in .cursor/mcp.json or .vscode/mcp.json, or as a custom connector in the Claude apps.

Is Mengram free?

The server is open source under the Apache-2.0 license, so running it is free. It needs credentials (an API key or token) for the service it connects to, which may require a paid account.

Is Mengram actively maintained?

The most recent commit was on Oct 23, 2026. The latest release is v2.48.1, published Oct 23, 2026. appsgit only lists MCP servers with a commit in the last six months.