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arjunkmrm

Mem0 MCP Server

by arjunkmrm
OverviewSchemaRelated ServersScoreDiscussions
Python
Hybrid

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
MEM0_API_KEYYesMem0 platform API key (required)
MEM0_DEFAULT_USER_IDNoDefault user_id injected into filters and write requests (optional)mem0-mcp
MEM0_MCP_AGENT_MODELNoDefault LLM for the bundled agent example (optional)openai:gpt-4o-mini

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

NameDescription
add_memoryA

Store a new preference, fact, or conversation snippet. Requires at least one: user_id, agent_id, or run_id.

search_memoriesA

Run a semantic search over existing memories.

    Use filters to narrow results. Common filter patterns:
    - Single user: {"AND": [{"user_id": "john"}]}
    - Agent memories: {"AND": [{"agent_id": "agent_name"}]}
    - Recent memories: {"AND": [{"user_id": "john"}, {"created_at": {"gte": "2024-01-01"}}]}
    - Multiple users: {"AND": [{"user_id": {"in": ["john", "jane"]}}]}
    - Cross-entity: {"OR": [{"user_id": "john"}, {"agent_id": "agent_name"}]}

    user_id is automatically added to filters if not provided.
get_memoriesA

Page through memories using filters instead of search.

    Use filters to list specific memories. Common filter patterns:
    - Single user: {"AND": [{"user_id": "john"}]}
    - Agent memories: {"AND": [{"agent_id": "agent_name"}]}
    - Recent memories: {"AND": [{"user_id": "john"}, {"created_at": {"gte": "2024-01-01"}}]}
    - Multiple users: {"AND": [{"user_id": {"in": ["john", "jane"]}}]}

    Pagination: Use page (1-indexed) and page_size for browsing results.
    user_id is automatically added to filters if not provided.
delete_all_memoriesA

Delete every memory in the given user/agent/app/run but keep the entity.

list_entitiesA

List which users/agents/apps/runs currently hold memories.

get_memoryB

Fetch a single memory once you know its memory_id.

update_memoryB

Overwrite an existing memory’s text.

delete_memoryB

Delete one memory after the user confirms its memory_id.

delete_entitiesA

Remove a user/agent/app/run record entirely (and cascade-delete its memories).

Prompts

Interactive templates invoked by user choice

NameDescription
memory_assistantGet help with memory operations and best practices.

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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