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.
curl -X POST https://memory.studiomeyer.io/api/search \
-H "Authorization: Bearer nex_YOUR_MEMORY_API_KEY" \
-H "Content-Type: application/json" \
-d '{"query": "what do we know about Q1 sales", "limit": 10}'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. For REST, send the tenant API key as a Bearer token. MCP clients such as Claude Desktop, Cursor and Codex connect through the Memory server’s own OAuth sign-in flow. Your LLM stays your LLM.
Quick Start
Integrated in 3 steps
Create Account
Enter your email, click the magic link, get your API key. 5,000 requests a day on Free, no card needed.
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.
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 nex_YOUR_MEMORY_API_KEY" \
-H "Content-Type: application/json" \
-d '{"query": "what do we know about Q1 sales", "limit": 10}'Authentication & Limits
Auth and daily limits
Authentication
- Bearer token in the Authorization header, no API keys in query params.
- Use the tenant API key as a Bearer token for your own REST requests. For normal MCP connections, the client uses OAuth 2.1 with PKCE at the Memory server. The memory scope grants full account access, not separate read and write permissions.
Authorization: Bearer nex_YOUR_MEMORY_API_KEYLimits by plan
| Plan | Requests per day |
|---|---|
| Free | 5,000 |
| Pro (9 EUR/mo) | 50,000 |
| Team (19 EUR/mo) | unlimited |
Every call counts, searches included. The allowance starts fresh every day.