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Glama
ShmuelOps

mem0-local-mcp

by ShmuelOps

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
MEM0_USERNoMemory namespace. Use different values to keep separate memory sets. Default is 'default'.default
MEM0_DATA_DIRNoWhere the Chroma DB and history are stored. Default is '~/.mem0-local-mcp'.~/.mem0-local-mcp
MEM0_EMBED_MODELNoAny FastEmbed-supported model. Default is 'BAAI/bge-small-en-v1.5'.BAAI/bge-small-en-v1.5

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

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
add_memoryA

Store one concise, durable fact worth remembering across sessions.

Search first to avoid duplicates. Returns the new memory id.

search_memoryB

Semantic search over long-term memory. Returns one 'id: memory' per line.

delete_memoryB

Delete a stale or wrong memory by id.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.7/5.0

Scored across 3 tools

Disambiguation5/5

The three tools map to clearly distinct operations: add_memory (create), search_memory (read/query), and delete_memory (remove). Descriptions reinforce the boundaries, e.g. add_memory explicitly tells the agent to search first, eliminating overlap.

Naming Consistency5/5

All three tools follow the identical verb_noun pattern (add_memory, search_memory, delete_memory) with the same noun for the resource. This is a textbook consistent naming scheme.

Tool Count5/5

Three tools is a tight, well-scoped surface for a simple local long-term memory store. Each tool earns its place with no redundancy or filler.

Completeness4/5

Create, query, and delete cover the core memory lifecycle, and semantic search serves as retrieval. An explicit update/edit tool and a get-by-id or list operation are missing, though delete+add can work around the gap.

Maintenance

ActivityMaintained
ResponsivenessNo issues