// comparison

Install & connect AgentRAM

Every way to plug AgentRAM into your agent: a plain REST API, official Python and TypeScript SDKs, and an MCP server for clients like Claude Desktop. Pick your stack, copy one line, and your agent has persistent memory.

First you need an API key. Grab one free — 1,000 credits, no card required. Your key (it looks like agentram_...) is emailed to you.

Python SDK

The official Python client. Zero third-party dependencies, standard library only.

$ pip install agentram-sdk

Installs as agentram-sdk, imports as agentram.

from agentram import AgentRAM

ram = AgentRAM(api_key="agentram_...", agent_id="agent-01")
ram.store("user_language", "French")
ram.recall("user_language")   # "French"

PyPI → API reference →

TypeScript / JavaScript SDK

The official TS/JS client. Native fetch, full type declarations, and it runs anywhere: Node 18+, Deno, Bun, browsers, and edge runtimes.

$ npm install agentram-sdk

import { AgentRAM } from "agentram-sdk";

const ram = new AgentRAM({ apiKey: "agentram_...", agentId: "agent-01" });
await ram.store("tone", "formal");
await ram.recall("tone");   // "formal"

npm → API reference →

MCP server

Give MCP-compatible clients — Claude Desktop, Cline, Cursor, and others — a set of memory tools that map one-to-one to the API. Ten tools in total: store, recall, list, search, and delete, plus check-credits and the shared-namespace equivalents.

Add this to your client's MCP config, then restart it. For Claude Desktop on macOS the file is ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "agentram": {
      "command": "npx",
      "args": ["-y", "agentram-mcp"],
      "env": {
        "AGENTRAM_API_KEY": "agentram_..."
      }
    }
  }
}

npm →

REST API

No SDK required. Anything that can make an HTTP request works. Send your key in the x-api-key header and you are done.

curl -X POST https://api.agentram.dev/memory \
  -H "x-api-key: agentram_..." \
  -H "Content-Type: application/json" \
  -d '{"agent_id":"agent-01","key":"user_pref","value":"prefers short answers"}'

Full API reference →

Framework guides

Using a framework? These walk through AgentRAM inside a real setup, built on the SDK and REST API above.

LangChain agent memory →

Ready to connect?

Get your API key and store your first memory in about a minute.

Get your API key

New here? Try the no-signup demo Read the docs Learn about agent memory