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| MemorySync | A context provider that recalls and captures user memory around agent runs. | Per-user cross-session memory; instruction-layer recall; automatic fact capture |[agent-framework-memorysync](https://pypi.org/project/agent-framework-memorysync/)|[Open an issue](https://github.com/memorysyncio/memorysync-plugins/issues/new/choose)|
| Tracekit | Function middleware that checks each function call against a policy before it runs and records calls and results in a signed, hash-chained log. | Allow or deny function calls by policy; human approval of held calls; offline-verifiable run records |[tracekit-ai](https://github.com/Cygnux-Labs/Tracekit/blob/main/docs/integrations/microsoft-agent-framework.md)|[Open an issue](https://github.com/Cygnux-Labs/Tracekit/issues/new/choose)|
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