[docs] Series of docs for mem0-mcp (#3831)
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@@ -157,6 +157,10 @@ Add memory whenever your agent learns something useful:
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- A new entity is introduced
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- A user gives feedback or clarification
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<Callout type="tip" icon="plug">
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**MCP Alternative**: With <Link href="/platform/mem0-mcp">Mem0 MCP</Link>, AI agents can add memories automatically based on context.
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</Callout>
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Storing this context allows the agent to reason better in future interactions.
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@@ -154,6 +154,10 @@ memory.delete_all(user_id="alice")
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- Clean up memories after session expiration or retention deadlines.
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- Comply with privacy legislation (GDPR, CCPA) and internal policies.
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<Callout type="tip" icon="plug">
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**MCP Alternative**: With <Link href="/platform/mem0-mcp">Mem0 MCP</Link>, AI agents can delete their own memories when data becomes irrelevant or at user request.
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</Callout>
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## Method comparison
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| Method | Use when | IDs required | Filters |
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@@ -213,6 +213,10 @@ client.search("preferences", filters={
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- **Tune parameters**: Adjust `top_k` for result count, `threshold` for relevance cutoff
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- **Enable reranking**: Use `rerank=True` (default) when you have a reranker configured
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<Callout type="tip" icon="plug">
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**MCP Alternative**: With <Link href="/platform/mem0-mcp">Mem0 MCP</Link>, AI agents can search their own memories proactively when needed.
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</Callout>
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### More Details
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For the full list of filter logic, comparison operators, and optional search parameters, see the
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@@ -134,6 +134,10 @@ memory.update(
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- Immutable memories must be deleted and re-added instead of updated.
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- Pair updates with feedback signals (thumbs up/down) to self-heal memories automatically.
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<Callout type="tip" icon="plug">
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**MCP Alternative**: With <Link href="/platform/mem0-mcp">Mem0 MCP</Link>, AI agents can update their own memories when users correct information.
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</Callout>
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## Managed vs OSS differences
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| Capability | Mem0 Platform | Mem0 OSS |
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