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6 changes: 3 additions & 3 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -368,7 +368,7 @@ The MongoDB MCP Server can be configured using multiple methods, with the follow
| `exportTimeoutMs` | `MDB_MCP_EXPORT_TIMEOUT_MS` | 300000 | Time in milliseconds after which an export is considered expired and eligible for cleanup. |
| `exportCleanupIntervalMs` | `MDB_MCP_EXPORT_CLEANUP_INTERVAL_MS` | 120000 | Time in milliseconds between export cleanup cycles that remove expired export files. |
| `atlasTemporaryDatabaseUserLifetimeMs` | `MDB_MCP_ATLAS_TEMPORARY_DATABASE_USER_LIFETIME_MS` | 14400000 | Time in milliseconds that temporary database users created when connecting to MongoDB Atlas clusters will remain active before being automatically deleted. |
| `voyageApiKey` | `MDB_VOYAGE_API_KEY` | <not set> | API key for communicating with Voyage AI. Used for generating embeddings for Vector search. |
| ([preview](#opting-into-preview-features)) `voyageApiKey` | `MDB_VOYAGE_API_KEY` | <not set> | API key for communicating with Voyage AI. Used for generating embeddings for Vector search. **This feature is in preview and requires opting into the `vectorSearch` preview feature**. |
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Copilot AI Oct 27, 2025

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The table formatting is broken due to inconsistent cell alignment. The preview notation and field name should be in the first column only, without extending into subsequent columns. The redundant note about preview at the end is also unnecessary since it's already indicated by the prefix.

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| ([preview](#opting-into-preview-features)) `voyageApiKey` | `MDB_VOYAGE_API_KEY` | <not set> | API key for communicating with Voyage AI. Used for generating embeddings for Vector search. **This feature is in preview and requires opting into the `vectorSearch` preview feature**. |
| [preview](#opting-into-preview-features) `voyageApiKey` | `MDB_VOYAGE_API_KEY` | <not set> | API key for communicating with Voyage AI. Used for generating embeddings for Vector search. |

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Might wanna check this.

| `previewFeatures` | `MDB_MCP_PREVIEW_FEATURES` | `[]` | An array of preview features to opt into. |

#### Logger Options
Expand Down Expand Up @@ -501,8 +501,8 @@ The MongoDB MCP Server may offer functionality that is still in development and
List of available preview features:

- `vectorSearch` - Enables tools or functionality related to Vector Search in MongoDB Atlas:
- Index management, such as creating, listing, and dropping vector search indexes.
- Querying collections using vector search capabilities. This requires a configured embedding model that will be used to generate vector representations of the query data.
- Index management, such as creating, listing, and dropping search and vector search indexes.
- Querying collections using vector search capabilities. This requires a configured embedding model that will be used to generate vector representations of the query data. Currently, only [Voyage AI](https://www.voyageai.com) embedding models are supported. Set the `voyageApiKey` configuration option with your Voyage AI API key to use this feature.

### Atlas API Access

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