@alibaizhanov
基本信息
暂无概览
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"mengram": {
"command": "mengram",
"args": [
"server",
"--cloud"
],
"env": {
"MENGRAM_API_KEY": "om-..."
}
}
}
}工具列表暂未提供
当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。
工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。
Mengram is a persistent memory backend for AI agents that stores three types of memory—semantic (facts and preferences), episodic (events and decisions), and procedural (workflows that evolve from failures). It is designed for developers and teams who want their AI agents to retain context, learn from past interactions, and automatically improve workflows across sessions.
Install via pip install mengram-ai or npm install mengram-ai, then run mengram setup to create an account and install Claude Code hooks, or manually set the MENGRAM_API_KEY environment variable. Use the Python/JavaScript client (e.g., Mengram(api_key="om-...")) or the CLI to add, search, and manage memories.
Mengram stores three memory types (semantic, episodic, procedural) and procedures evolve when they fail. It also offers a cognitive profile, Claude Code hooks, multi‑user isolation, and the ability to import from ChatGPT/Obsidian — features not commonly found in alternatives like Mem0, Zep, or Letta.
Mengram requires Python 3.8+ (or Node.js for the JavaScript client) and an API key. The Python package depends on httpx; the async client requires `pip install mengram-ai[async]`. It runs as a cloud service — no local database needed.
Memories are stored on Mengram’s cloud service (accessed via `https://mengram.io/v1/...`). You can use the `--cloud` flag with CLI commands; the free tier is available at mengram.io. No local storage is used unless you self‑host (not mentioned as supported).
Mengram uses HTTPS REST API calls with Bearer token authentication (the API key passed as `api_key` or via the `MENGRAM_API_KEY` environment variable). The MCP server runs over stdio transport. Webhooks can be set up to receive notifications on memory changes.
Mengram offers a free tier. Paid plans start at $19–$249 per month for alternatives, but Mengram’s own pricing is not detailed beyond "Free tier" in the comparison table. A free API key can be obtained at mengram.io.
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