# Mengram (MCP server)

> 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.

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).

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/alibaizhanov/mengram |
| GitHub stars | 204 |
| License | Apache-2.0 |
| Language | Python |
| Transport | streamable-http |
| Packages | none (remote only) |
| Remote URL | https://mengram.io/mcp |
| Needs API key | yes |
| Official | no |
| Works with | Claude Code, Cursor, VS Code, Claude.ai, ChatGPT |
| Category | AI & search |
| Latest release | v2.43.0 (Sep 14, 2026) |
| Last commit | Sep 16, 2026 |
| MCP registry name | io.github.alibaizhanov/mengram |

## Install

### 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

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

### Cursor (.cursor/mcp.json)

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

### VS Code (.vscode/mcp.json)

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

Config formats checked against the official docs on 2026-10-07.

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