ctxstore-memory-that-follows-you-across-models / setup / openai-agents
Setup guide
Set up ctxstore — memory that follows you across models in OpenAI Agents SDK
communitystreamable_httpdestructive capableno verified config · noindex
Persistent memory for AI agents: keyed facts, a wake bundle each session, one memory in every model.
01Configuration
# ctxstore — memory that follows you across models via OpenAI Agents SDK
# transport: streamable_http
# launch: https://mcp.ctxstore.ai/mcp
OpenAI Agents SDK connects to MCP servers in code. Use its MCP client with the command/URL below; exact API varies by version.
02Steps
- Make sure OpenAI Agents SDK is installed and up to date.
- Wire the server into OpenAI Agents SDK using its MCP client API.
- Provide any required API keys/credentials as environment variables.
- Restart OpenAI Agents SDK and confirm ctxstore — memory that follows you across models’s tools appear.
03Other runtimes
04Provenance
config_sourcegenerated from captured install method
last_checked2026-10-10 02:52Z
sourcesOfficial MCP Registry [p1]
Next step
Want agents that act within guardrails? Apex is the live governed-agent product — paced, capped, and fully-logged actions with approvals before anything runs.
Explore Apex →See also: server page · is it safe? · alternatives