Memory
Follow these steps to get the MCP Memory toolkit running in a Meshagent room in the cloud.
1. Install Meshagent CLI
2. Sign Up and Authenticate
Follow the instructions at Meshagent CLI Get Started to create an account and authenticate your CLI.
3. Start the MCP Server in a Room
- This command launches the MCP server inside a Meshagent room called
test. - The server becomes available as a callable service in the room.
- Rooms automatically close when inactive.
4. Join the Room with a Chatbot Using the MCP Memory Toolkit
- This starts a chatbot in the same room, with access to the memory (MCP) toolkit.
- You can add multiple toolkits to the same agent and invite more agents to the room.
- The CLI will output a link to open the Meshagent Room in your browser and interact with the agent/tools.
Tools Available
The following MCP tools are available within Meshagent Rooms via the mcp-memory toolkit:
Tools Summary
| Tool Name | Short Description |
|---|---|
add_observations | Add new observations to existing entities in the knowledge graph |
create_entities | Create multiple new entities in the knowledge graph |
create_relations | Create multiple new relations between entities in the knowledge graph |
delete_entities | Delete multiple entities and their associated relations |
delete_observations | Delete specific observations from entities in the knowledge graph |
delete_relations | Delete multiple relations from the knowledge graph |
open_nodes | Open specific nodes in the knowledge graph by their names |
read_graph | Read the entire knowledge graph |
search_nodes | Search for nodes in the knowledge graph based on a query |
Tools Details
Tool: add_observations
Add new observations to existing entities in the knowledge graph.
Parameters
| Name | Type | Description |
|---|---|---|
| observations | array |
Tool: create_entities
Create multiple new entities in the knowledge graph.
Parameters
| Name | Type | Description |
|---|---|---|
| entities | array |
Tool: create_relations
Create multiple new relations between entities in the knowledge graph. Relations should be in active voice.
Parameters
| Name | Type | Description |
|---|---|---|
| relations | array |
Tool: delete_entities
Delete multiple entities and their associated relations from the knowledge graph.
Parameters
| Name | Type | Description |
|---|---|---|
| entityNames | array | An array of entity names to delete |
Tool: delete_observations
Delete specific observations from entities in the knowledge graph.
Parameters
| Name | Type | Description |
|---|---|---|
| deletions | array |
Tool: delete_relations
Delete multiple relations from the knowledge graph.
Parameters
| Name | Type | Description |
|---|---|---|
| relations | array | An array of relations to delete |
Tool: open_nodes
Open specific nodes in the knowledge graph by their names.
Parameters
| Name | Type | Description |
|---|---|---|
| names | array | An array of entity names to retrieve |
Tool: read_graph
Read the entire knowledge graph.
Tool: search_nodes
Search for nodes in the knowledge graph based on a query.
Parameters
| Name | Type | Description |
|---|---|---|
| query | string | The search query to match against entity names, types, and observation content |