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mem0ai/mem0-mcp

A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implement

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Our verdict

Not reviewed yet

We have not reviewed mem0ai/mem0-mcp yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About mem0ai/mem0-mcp

A Model Context Protocol server for Mem0 that manages coding preferences and patterns. It provides tools for storing, retrieving, and semantically handling code implementations.

Best for

Developers building MCP-based tools that need persistent, semantic memory for coding preferences

Use cases

  • Store and recall personal coding preferences across sessions
  • Retrieve relevant code patterns based on semantic similarity
  • Integrate persistent memory into MCP-compatible AI assistants

Notes

655 stars on GitHub. Last updated 2026-03-24. Licensed Apache-2.0.

Pros

  • Open source and written in Python, easy to extend
  • Leverages semantic search for context-aware code retrieval
  • Works within the Model Context Protocol ecosystem

Cons

  • Requires a running Mem0 instance, adding infrastructure overhead
  • Limited community size (655 stars) may mean fewer examples or support
  • Python-only implementation may not suit non-Python MCP hosts

Key facts

What we have checked

Days since the last commit
218
Checked GitHub
GitHub forks
145
Checked GitHub
GitHub stars
662
Checked GitHub
Days to a first reply on issues
65.9
Checked GitHub
Open issues
0
Checked GitHub
Releases in the last 90 days
0
Checked GitHub

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Install

uv pip install mem0-mcp-server

Tools exposed

  • add_memory
  • search_memories
  • get_memories
  • get_memory
  • update_memory
  • delete_memory
  • delete_all_memories
  • delete_entities
  • list_entities

Clients the listing names (not checked here)

Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, ChatGPT

Install

Add mem0ai/mem0-mcp to your client

Not verified yet

No install recipe yet. We write one for Claude Code, Claude Desktop, Cursor, VS Code, Codex and ChatGPT when the server is in the official MCP registry with a package or remote address we can use.

Until then, follow the project's own README, or the setup the listing publishes under How to set it up.

Works with

What mem0ai/mem0-mcp connects to

No confirmed connections yet. A product appears here when the server's registry name, repo, homepage or name ties it to that product, and a client appears when we have an install recipe for it.

Health and security

Is mem0ai/mem0-mcp looked after, and what do its setup files show

Health score

0 out of 100

Does someone look after this repository? It does not say the code is good or safe. Worked out from GitHub signals checked . How it is worked out

PartPointsWhat we saw
Archived0Repository is archived

Sources

Where this comes from

  • GitHubRegistry

    Checked · Days since the last commit, GitHub forks, GitHub stars, Days to a first reply on issues, Open issues, Releases in the last 90 days

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

  1. Shut down

    Source: GitHub

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