MCP server for enabling memory for Claude through a knowledge graph
MCP server for enabling memory for Claude through a knowledge graph
A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats. This version has been enhanced with fuse.js to provide fuzzy, semantic searching capabilities.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| create_entities | Create multiple new entities in the knowledge graph |
| create_relations | Create multiple new relations between entities |
| add_observations | Add new observations to existing entities |
| delete_entities | Remove entities and their relations |
| delete_observations | Remove specific observations from entities |
| delete_relations | Remove specific relations from the graph |
| read_graph | Read the entire knowledge graph |
| search_nodes | Performs a fuzzy semantic search for nodes in the knowledge graph using Fuse.js |
| entity | The matched entity object |
| score | Confidence score from 0.0 to 1.0 (higher is better) |
| Threshold | 0.6 (0.0 = perfect match, 1.0 = matches anything) |
| Location | independent matching |
| open_nodes | Retrieve specific nodes by name |
| Returns: | Requested entities |
{
"mcpServers": {
"memory": {
"command": "npx",
"args": [
"-y",
"github:flrngel/fuzzy-memory-mcp#main"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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