🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work
🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work
Experience the power of semantic code search and persistent AI memory
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
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 |
|---|---|
| memory_engineering_init | Initialize project |
| memory_engineering_memory | Read/Update memories |
| memory_engineering_search | Semantic search |
| memory_engineering_sync | Sync code embeddings |
| memory_engineering_system | Health & diagnostics |
{
"mcpServers": {
"memory-engineering-mcp": {
"command": "npx",
"args": ["memory-engineering-mcp"],
"env": {
"MONGODB_URI": "your-mongodb-atlas-uri",
"VOYAGE_API_KEY": "your-voyage-api-key"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| MONGODB_URI | Configuration value read at startup. | Optional |
| VOYAGE_API_KEY | Credential the server authenticates with. | Yes |
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