chore: add telemetry properties for vector search and mcp auto-embed usage #796
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himanshusinghs
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Pull request overview
This PR adds telemetry properties to track vector search and auto-embedding feature usage. The changes enable monitoring of preview features configuration and whether MCP server is generating embeddings for vector search operations.
Key Changes:
- Added two new telemetry properties (
previewFeatures,embeddingProviderConfigured) to Server events - Added
embeddingsGeneratedByproperty to Tool events to track auto-embedding usage - Added integration tests to verify telemetry emission for aggregate and insertMany tools
Reviewed changes
Copilot reviewed 6 out of 6 changed files in this pull request and generated 2 comments.
Show a summary per file
| File | Description |
|---|---|
| src/telemetry/types.ts | Added new telemetry type definitions and properties for tracking embeddings usage |
| src/server.ts | Added preview features and embedding provider configuration to server event properties |
| src/tools/mongodb/read/aggregate.ts | Implemented telemetry metadata resolution to track auto-embedding usage in aggregation |
| src/tools/mongodb/create/insertMany.ts | Implemented telemetry metadata resolution to track auto-embedding usage in bulk inserts |
| tests/integration/tools/mongodb/read/aggregate.test.ts | Added integration test to verify telemetry emission for auto-embedding in aggregate tool |
| tests/integration/tools/mongodb/create/insertMany.test.ts | Added integration test to verify telemetry emission for auto-embedding in insertMany tool |
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Pull Request Test Coverage Report for Build 20149453946Details
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Proposed changes
This PR adds the following telemetry properties to Server events:
previewFeatures: Answers what preview features are being enabledembeddingProviderConfigured: Answers whether there is an embedding provider configured or notand adds another property
embeddingsGeneratedByto Tool events to answer whether MCP server auto-embeddings feature is being used or not.Checklist