Integrations
Add FishMem to agent frameworks with the TypeScript or Python SDK.
FishMem provides framework-neutral TypeScript and Python SDKs. The TypeScript package runs anywhere with the Fetch API and avoids framework adapters that can drift behind their hosts.
Every integration follows the same lifecycle:
- search FishMem before the model call;
- inject only relevant results into model context;
- after the turn, store a durable conclusion with
infer:false, or send original messages withinfer:truefor one extraction pass.
Vercel AI SDK
Add recall and remember hooks around a model call.
Cloudflare Agents
Call FishMem from a Worker or Agent.
Mastra
Use FishMem beside a Mastra workflow or agent.
OpenAI Agents SDK
Use FishMem at run boundaries.
FishMem does not currently publish framework-specific adapter packages. Older
references to @fishmem/ai-sdk, @fishmem/mastra,
@fishmem/openai-agents, or @fishmem/cloudflare-agents were removed because
those packages do not exist in this repository.