ChatGPT Connector Documentation

ChatGPT / OpenAI setup

Use this endpoint when configuring the Agentic Memory ChatGPT/OpenAI MCP server: https://mcp.agentmemorylabs.com/mcp-openai

Users need an Agent Memory Labs account or workspace with OAuth access enabled.
For review, Agent Memory Labs provides a dedicated reviewer/demo account with pre-seeded sample memory.
The hosted connector uses OAuth 2.0 authorization code flow with PKCE.
Default OAuth scope: mcp:tools.
No local infrastructure is required for the hosted ChatGPT app path.

Connect Agentic Memory from ChatGPT developer/app setup using the MCP server URL above.
After connecting, refresh tool metadata so ChatGPT sees the reviewed public tool contract.
Use broad memory prompts first, then ask follow-up questions when a specific saved research or conversation result needs drill-down.

The public connector exposes 10 reviewed tools. Admin, indexing, and maintenance tools are not part of this public surface.

What have we already decided about this product launch, and what are the open questions?
Search my saved research for pricing, competitor, and market insights, then summarize the most relevant findings.
What did I last work on for the MCP connector submission, and what should I do next?
Save this finding to memory: our public MCP connector uses OAuth, exposes 10 reviewed tools, and passed the latest smoke checks.
Find anything I have already researched about MCP connector approval requirements and give me the top 3 next steps.

Agentic Memory stores memory intentionally; persistent memory is the product.
Stored memory can include saved research, conversation notes, and project context that users explicitly ask the connector to save or search.
Transport is encrypted over HTTPS/TLS on the hosted public endpoint.
The connector does not provide live web browsing. Research search operates over previously saved research memory.
The connector is not intended for users to access, view, or share personal health data.

If OAuth fails, disconnect and reconnect the connector so the client can register or refresh its OAuth client.
If tools are missing, refresh the connector metadata and confirm the server URL matches the platform-specific URL on this page.
If search returns no relevant memory, try a broad prompt first with search_all_memory, then drill down with saved research or conversation search.
If the service reports a temporal retrieval error, retry after backend health recovers; public research and conversation retrieval fail closed rather than silently returning dense-only results.
Do not paste API keys, passwords, or private repository contents into public support issues.