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feat: support working with autoembed indexes in MCP #920

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feat: support working with autoembed indexes in MCP

feat: support working with autoembed indexes in MCP #920

Triggered via pull request December 12, 2025 16:09
@himanshusinghshimanshusinghs
opened #799
feat/autoembed-index
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33 errors and 2 warnings
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong dimensions are invalid - path = 'embedding_field_wo_quantization': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L308
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:308:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong dimensions are invalid - path = 'embedding_field': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L308
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:308:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong type are invalid - 'embedding_field_wo_quantization': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L296
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:296:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong type are invalid - 'embedding_field': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L296
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:296:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding retrieval > when the embeddings have not been cached > embeddings are cached in memory until cleaned up: tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L210
AssertionError: expected "spy" to be called 2 times, but got 0 times ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:210:51
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding retrieval > when the embeddings have not been cached > embeddings are cached in memory: tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L200
AssertionError: expected "spy" to be called 1 times, but got 0 times ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:200:51
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding retrieval > when the embeddings have not been cached > retrieves the list of vector search indexes for that collection from the cluster: tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L180
AssertionError: expected [] to deep equally contain { type: 'vector', …(3) } - Expected: { "numDimensions": 1536, "path": "plot_embedding", "similarity": "euclidean", "type": "vector", } + Received: [] ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:180:32
tests/unit/common/session.test.ts > Session > assertSearchSupported > should throw if it is not supported: tests/unit/common/session.test.ts#L197
AssertionError: expected a thrown error to be Error: Atlas Search is not supported in t… { code: … } - Expected + Received - MongoDBError { - "message": "Atlas Search is not supported in the current cluster.", - "code": 1000004, + TypeError { + "message": "this.serviceProvider.dropDatabase is not a function", } ❯ tests/unit/common/session.test.ts:197:13
tests/unit/common/session.test.ts > Session > assertSearchSupported > should not throw if it is available: tests/unit/common/session.test.ts#L187
AssertionError: promise rejected "TypeError: this.serviceProvider.dropDatab…" instead of resolving ❯ tests/unit/common/session.test.ts:187:57 Caused by: Caused by: TypeError: this.serviceProvider.dropDatabase is not a function ❯ ConnectionStateConnected.populateConnectionMetadata src/common/connectionManager.ts:109:40 ❯ ConnectionStateConnected.isSearchSupported src/common/connectionManager.ts:115:24 ❯ Session.isSearchSupported src/common/session.ts:166:32 ❯ Session.assertSearchSupported src/common/session.ts:173:46 ❯ tests/unit/common/session.test.ts:187:34
tests/unit/common/session.test.ts > Session > getSearchIndexAvailability > should return 'available' if listing search indexes succeed and create search indexes succeed: tests/unit/common/session.test.ts#L156
AssertionError: expected false to be truthy - Expected + Received - true + false ❯ tests/unit/common/session.test.ts:156:55
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tests/integration/tools/atlas-local/connectDeployment.test.ts > atlas-local-connect-deployment with deployments > should be able to insert and read data after connecting: tests/integration/tools/atlas-local/connectDeployment.test.ts#L113
AssertionError: expected 'Error running insert-many: The databa…' to contain 'Documents were inserted successfully.' Expected: "Documents were inserted successfully." Received: "Error running insert-many: The database is currently being dropped. Database: #mongodb-mcp" ❯ tests/integration/tools/atlas-local/connectDeployment.test.ts:113:41
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong dimensions are invalid - path = 'embedding_field_wo_quantization': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L308
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:308:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong dimensions are invalid - path = 'embedding_field': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L308
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:308:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong type are invalid - 'embedding_field_wo_quantization': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L296
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:296:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong type are invalid - 'embedding_field': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L296
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:296:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding retrieval > when the embeddings have not been cached > embeddings are cached in memory until cleaned up: tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L210
AssertionError: expected "spy" to be called 2 times, but got 0 times ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:210:51
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding retrieval > when the embeddings have not been cached > embeddings are cached in memory: tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L200
AssertionError: expected "spy" to be called 1 times, but got 0 times ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:200:51
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding retrieval > when the embeddings have not been cached > retrieves the list of vector search indexes for that collection from the cluster: tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L180
AssertionError: expected [] to deep equally contain { type: 'vector', …(3) } - Expected: { "numDimensions": 1536, "path": "plot_embedding", "similarity": "euclidean", "type": "vector", } + Received: [] ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:180:32
tests/unit/common/session.test.ts > Session > assertSearchSupported > should throw if it is not supported: tests/unit/common/session.test.ts#L197
AssertionError: expected a thrown error to be Error: Atlas Search is not supported in t… { code: … } - Expected + Received - MongoDBError { - "message": "Atlas Search is not supported in the current cluster.", - "code": 1000004, + TypeError { + "message": "this.serviceProvider.dropDatabase is not a function", } ❯ tests/unit/common/session.test.ts:197:13
tests/unit/common/session.test.ts > Session > assertSearchSupported > should not throw if it is available: tests/unit/common/session.test.ts#L187
AssertionError: promise rejected "TypeError: this.serviceProvider.dropDatab…" instead of resolving ❯ tests/unit/common/session.test.ts:187:57 Caused by: Caused by: TypeError: this.serviceProvider.dropDatabase is not a function ❯ ConnectionStateConnected.populateConnectionMetadata src/common/connectionManager.ts:109:40 ❯ ConnectionStateConnected.isSearchSupported src/common/connectionManager.ts:115:24 ❯ Session.isSearchSupported src/common/session.ts:166:32 ❯ Session.assertSearchSupported src/common/session.ts:173:46 ❯ tests/unit/common/session.test.ts:187:34
tests/unit/common/session.test.ts > Session > getSearchIndexAvailability > should return 'available' if listing search indexes succeed and create search indexes succeed: tests/unit/common/session.test.ts#L156
AssertionError: expected false to be truthy - Expected + Received - true + false ❯ tests/unit/common/session.test.ts:156:55
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong dimensions are invalid - path = 'embedding_field_wo_quantization': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L308
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:308:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong dimensions are invalid - path = 'embedding_field': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L308
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:308:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong type are invalid - 'embedding_field_wo_quantization': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L296
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:296:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding validation > when there are embeddings > when the validation is enabled > documents inserting the field with wrong type are invalid - 'embedding_field': tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L296
AssertionError: expected [] to have a length of 1 but got +0 - Expected + Received - 1 + 0 ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:296:40
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding retrieval > when the embeddings have not been cached > embeddings are cached in memory until cleaned up: tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L210
AssertionError: expected "spy" to be called 2 times, but got 0 times ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:210:51
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding retrieval > when the embeddings have not been cached > embeddings are cached in memory: tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L200
AssertionError: expected "spy" to be called 1 times, but got 0 times ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:200:51
tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts > VectorSearchEmbeddingsManager > embedding retrieval > when the embeddings have not been cached > retrieves the list of vector search indexes for that collection from the cluster: tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts#L180
AssertionError: expected [] to deep equally contain { type: 'vector', …(3) } - Expected: { "numDimensions": 1536, "path": "plot_embedding", "similarity": "euclidean", "type": "vector", } + Received: [] ❯ tests/unit/common/search/vectorSearchEmbeddingsManager.test.ts:180:32
tests/unit/common/session.test.ts > Session > assertSearchSupported > should throw if it is not supported: tests/unit/common/session.test.ts#L197
AssertionError: expected a thrown error to be Error: Atlas Search is not supported in t… { code: … } - Expected + Received - MongoDBError { - "message": "Atlas Search is not supported in the current cluster.", - "code": 1000004, + TypeError { + "message": "this.serviceProvider.dropDatabase is not a function", } ❯ tests/unit/common/session.test.ts:197:13
tests/unit/common/session.test.ts > Session > assertSearchSupported > should not throw if it is available: tests/unit/common/session.test.ts#L187
AssertionError: promise rejected "TypeError: this.serviceProvider.dropDatab…" instead of resolving ❯ tests/unit/common/session.test.ts:187:57 Caused by: Caused by: TypeError: this.serviceProvider.dropDatabase is not a function ❯ ConnectionStateConnected.populateConnectionMetadata src/common/connectionManager.ts:109:40 ❯ ConnectionStateConnected.isSearchSupported src/common/connectionManager.ts:115:24 ❯ Session.isSearchSupported src/common/session.ts:166:32 ❯ Session.assertSearchSupported src/common/session.ts:173:46 ❯ tests/unit/common/session.test.ts:187:34
tests/unit/common/session.test.ts > Session > getSearchIndexAvailability > should return 'available' if listing search indexes succeed and create search indexes succeed: tests/unit/common/session.test.ts#L156
AssertionError: expected false to be truthy - Expected + Received - true + false ❯ tests/unit/common/session.test.ts:156:55
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