Add MCP server integration tests with vector operations demo #143
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Implements test scripts demonstrating MCP server usage for vector database operations: collection creation, vector upsert, and semantic search.
Test Scripts
mcp-simple-test.js- Zero-dependency JSON-RPC client over stdio. Creates database, inserts vectors, performs searches. ~2-5s runtime.mcp-demo.js- Full MCP SDK demo with 384-dim vectors, batch operations, performance metrics. Requires@modelcontextprotocol/sdk.run-tests.js- Validation suite (13 tests, 100% pass rate). Runs without building the MCP server binary.validate-tests.js- Pre-flight checks for dependencies and file structure.Implementation Details
Vector Operations Tested:
vector_db_create- Database initialization with configurable dimensionsvector_db_insert- Single and batch vector upsert with metadatavector_db_search- K-NN semantic search with cosine/euclidean/dot/manhattan metricsvector_db_stats- Database introspectionMock Embedding Generation:
Architecture:
Usage
Documentation
README.md- Architecture, integration examples, troubleshootingQUICKSTART.md- Step-by-step usage with expected outputMCP_TESTS.md- Tool reference, performance tips, API details✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.