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.
- Needs API key
- AI & search
- Apache-2.0
- Actively maintained
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/mcpRemote 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
{
"mcpServers": {
"mengram": {
"url": "https://mengram.io/mcp"
}
}
}VS Code
{
"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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What is 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. The source code is at github.com/alibaizhanov/mengram.
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 Sep 16, 2026. The latest release is v2.43.0, published Sep 14, 2026. appsgit only lists MCP servers with a commit in the last six months and re-checks every server daily.