---
title: "For Developers: API & MCP Integration | StudioMeyer"
description: "REST and MCP APIs to build with StudioMeyer: memory backend, knowledge graphs and agent tools. EU hosting, GDPR-compliant, open source."
canonical: "https://studiomeyer.io/en/developers"
language: en
last_updated: 2026-06-20
image: "https://studiomeyer.io/og-developers.png"
markdown_versions: ["https://studiomeyer.io/de/developers.md", "https://studiomeyer.io/en/developers.md", "https://studiomeyer.io/es/developers.md"]
publisher: "StudioMeyer, https://studiomeyer.io (llms.txt: https://studiomeyer.io/llms.txt)"
---

[Part of StudioMeyer Memory](https://studiomeyer.io/en/services/memory)REST API + MCP Protocol

# StudioMeyer Memory, as an API

A memory backend for AI agents, apps, and automations. Store facts, search semantically, build knowledge graphs, import your ChatGPT, Claude and Gemini history. Your LLM provider stays your choice, we only ship the memory. Live at memory.studiomeyer.io. REST + MCP, EU hosting, GDPR-compliant.

terminal

```
curl -X POST https://memory.studiomeyer.io/api/search \
  -H "Authorization: Bearer sm_live_xxx" \
  -H "Content-Type: application/json" \
  -d '{"query": "what do we know about Q1 sales", "limit": 10}'
```

[Get API Key](https://studiomeyer.io/en/services/memory)[Documentation](https://memory.studiomeyer.io/api)

## What this actually is

An HTTP API that gives your AI agent long-term memory. No RAG pipeline to build, no vector DB to host, no embedding pipeline to maintain. POST JSON to /api/learn, /api/search, /api/entity, we store, index and link. The same key works as an MCP endpoint for Claude Desktop, Cursor and Codex. Your LLM stays your LLM.

Quick Start

## Integrated in 3 steps

01

### Create Account

Enter your email, click the magic link, receive your API key. 200 free calls for testing, unlimited memory reads.

02

### Build Memory

POST /api/learn for facts, POST /api/decide for decisions, POST /api/entity for knowledge graphs. Or POST /api/import with a ChatGPT export, we parse and structure it.

03

### Query

POST /api/search with a question. Semantic + full-text + knowledge graph in one call. Or connect Claude Desktop via MCP and your agent has instant access.

Code Examples

## Integrate instantly

```
curl -X POST https://memory.studiomeyer.io/api/search \
  -H "Authorization: Bearer sm_live_xxx" \
  -H "Content-Type: application/json" \
  -d '{"query": "what do we know about Q1 sales", "limit": 10}'
```

Authentication & Limits

## Auth & Rate Limits

### Authentication

- Bearer token in the Authorization header, no API keys in query params.
- One key works for REST and the MCP Protocol. Claude Desktop, Cursor and custom HTTP clients all accept the same key.

`Authorization: Bearer sm_live_xxx`

### Rate Limits by Plan

Plan

Requests/min

Free (trial)

10

Pro (€19/mo)

60

Team (€39/mo)

200

Scale ($99/mo)

500

## Ready to give your AI a memory?

[Get API Key](https://studiomeyer.io/en/services/memory)[API Docs](https://memory.studiomeyer.io/api)[OpenAPI Spec](https://api.studiomeyer.io/openapi.json)

## Sitemap

Every page of this site as Markdown: [sitemap](https://studiomeyer.io/sitemap.md). Curated entry point: [llms.txt](https://studiomeyer.io/llms.txt).