coleam00/mcp-mem0

4.1

mcp-mem0 is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.

If you are the rightful owner of mcp-mem0 and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

A template implementation of the Model Context Protocol (MCP) server integrated with Mem0 for providing AI agents with persistent memory capabilities.

Try mcp-mem0 with chat:

MCPHub score:4.09

Has a README

Github repo has a README.md.

Has a License

Github repo has license info.

Server can be inspected

View server inspector

Server schema can be extracted

Can get at lease one tool info from the README or server.

Online hosted on MCPHub

Can be automatically deployed by MCPHub.

Has social accounts

Do not have any social accounts.

Claimed by the author or certified by MCPHub

If you are the author, claim authorship

AI Evaluation Report
Total Score: 4/10

The agent demonstrates the capability to save information to long-term memory, as evidenced by successful responses to saving tasks. However, the agent consistently fails to retrieve stored memories or perform searches due to tool malfunctions, specifically connection issues and user identification errors. This indicates a significant limitation in the agent's ability to access and utilize stored information, which is a critical aspect of its functionality. The lack of verifiability in confirming saved information further diminishes trust in the agent's performance. Overall, while the agent shows potential in storing data, its retrieval and search capabilities are currently unreliable.

Test case 1
Score: 7/10
Perform the operation of saving the following information to long-term memory: 'The Eiffel Tower is located in Paris, France, and was completed in 1889.'
The information 'The Eiffel Tower is located in Paris, France, and was completed in 1889.' has been successfully saved to long-term memory.
Test case 2
Score: 2/10
Retrieve all stored memories and list them.
No valid answer is generated due to tool malfunction. The tool failed with an error related to an SSL connection being closed unexpectedly, which prevented the retrieval of stored memories. Please try again later or check the status of the tool.
Test case 3
Score: 2/10
Perform the operation of saving the following information to long-term memory: 'Malcolm-Jamal Warner, known for his role as Theo Huxtable on 'The Cosby Show,' died at age 54 in a drowning accident in Costa Rica on July 20, 2025.'
No valid answer is generated due to tool malfunction. The tool failed due to a connection issue, specifically indicating that the tenant or user was not found. This is likely a tool malfunction.
Test case 4
Score: 7/10
Perform the operation of saving the following information to long-term memory: 'The Interstate 35W bridge in Minneapolis, Minnesota, collapsed on August 1, 2007, resulting in 13 fatalities and numerous injuries.'
The information about the Interstate 35W bridge collapse has been successfully saved to long-term memory.
Test case 5
Score: 2/10
Search memories for information related to 'Malcolm-Jamal Warner' and provide the details.
No valid answer is generated due to tool malfunction. The tool failed due to a connection error, specifically mentioning that the tenant or user was not found, which prevented the retrieval of information related to 'Malcolm-Jamal Warner'.

Author

coleam00

Claim Ownership

Verify you have write access to the repository

Repository

https://github.com/coleam00/mcp-mem0

GitHub Stars

574

License

MIT License

Last publish date

2025-04-13

Last update date

2025-10-03

Server configs

in windsurf

{
  "mcpServers": {
    "mem0": {
      "transport": "sse",
      "serverUrl": "http://localhost:8050/sse"
    }
  }
}

in claude desktop

{
  "mcpServers": {
    "mem0": {
      "command": "your/path/to/mcp-mem0/.venv/Scripts/python.exe",
      "args": ["your/path/to/mcp-mem0/src/main.py"],
      "env": {
        "TRANSPORT": "stdio",
        "LLM_PROVIDER": "openai",
        "LLM_BASE_URL": "https://api.openai.com/v1",
        "LLM_API_KEY": "YOUR-API-KEY",
        "LLM_CHOICE": "gpt-4o-mini",
        "EMBEDDING_MODEL_CHOICE": "text-embedding-3-small",
        "DATABASE_URL": "YOUR-DATABASE-URL"
      }
    }
  }
}

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coleam00/mcp-mem0

Try mcp-mem0 with chat:

Has a README

Has a License

Server can be inspected

Server schema can be extracted

Online hosted on MCPHub

Has social accounts

Claimed by the author or certified by MCPHub

AI Evaluation ReportTotal Score: 4/10

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