[docs] Series of docs for mem0-mcp (#3831)

This commit is contained in:
Parth Sharma
2025-12-15 22:03:23 +05:30
committed by GitHub
parent 0f8654bd40
commit 16d989bbcd
14 changed files with 679 additions and 18 deletions
@@ -157,6 +157,10 @@ Add memory whenever your agent learns something useful:
- A new entity is introduced
- A user gives feedback or clarification
<Callout type="tip" icon="plug">
**MCP Alternative**: With <Link href="/platform/mem0-mcp">Mem0 MCP</Link>, AI agents can add memories automatically based on context.
</Callout>
Storing this context allows the agent to reason better in future interactions.
@@ -154,6 +154,10 @@ memory.delete_all(user_id="alice")
- Clean up memories after session expiration or retention deadlines.
- Comply with privacy legislation (GDPR, CCPA) and internal policies.
<Callout type="tip" icon="plug">
**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.
</Callout>
## Method comparison
| Method | Use when | IDs required | Filters |
@@ -213,6 +213,10 @@ client.search("preferences", filters={
- **Tune parameters**: Adjust `top_k` for result count, `threshold` for relevance cutoff
- **Enable reranking**: Use `rerank=True` (default) when you have a reranker configured
<Callout type="tip" icon="plug">
**MCP Alternative**: With <Link href="/platform/mem0-mcp">Mem0 MCP</Link>, AI agents can search their own memories proactively when needed.
</Callout>
### More Details
For the full list of filter logic, comparison operators, and optional search parameters, see the
@@ -134,6 +134,10 @@ memory.update(
- Immutable memories must be deleted and re-added instead of updated.
- Pair updates with feedback signals (thumbs up/down) to self-heal memories automatically.
<Callout type="tip" icon="plug">
**MCP Alternative**: With <Link href="/platform/mem0-mcp">Mem0 MCP</Link>, AI agents can update their own memories when users correct information.
</Callout>
## Managed vs OSS differences
| Capability | Mem0 Platform | Mem0 OSS |