ruvector/tests

RuVector MCP Server Tests

This directory contains comprehensive test scripts and documentation for the RuVector MCP (Model Context Protocol) server.

Quick Start

# 1. Run the test suite (no build required)
node tests/run-tests.js

# 2. Build the MCP server
cargo build --release -p ruvector-cli --bin ruvector-mcp

# 3. Run the simple test
node tests/mcp-simple-test.js

# 4. Run the full demo
node tests/mcp-demo.js

Test Scripts

🧪 Test Runners

Script	Description	Dependencies	Runtime
run-tests.js	Comprehensive test suite runner	None	~1s
validate-tests.js	Test validation and verification	None	~1s

🎯 MCP Demos

Script	Description	Dependencies	Runtime
mcp-simple-test.js	Lightweight JSON-RPC test	None	2-5s
mcp-demo.js	Full-featured MCP demo	@modelcontextprotocol/sdk	5-10s

📚 Documentation

File	Description
QUICKSTART.md	Quick start guide with examples
MCP_TESTS.md	Comprehensive test documentation
README.md	This file

Features

Vector Operations Tested

• ✅ Database creation with configurable dimensions
• ✅ Vector insertion/upsert with metadata
• ✅ Semantic similarity search
• ✅ Database statistics
• ✅ Batch operations

Distance Metrics Supported

• cosine - Cosine similarity (recommended)
• euclidean - L2 distance
• dotproduct - Dot product similarity
• manhattan - L1 distance

MCP Tools Demonstrated

1. vector_db_create - Create vector database
2. vector_db_insert - Insert/upsert vectors
3. vector_db_search - Semantic search
4. vector_db_stats - Database statistics
5. vector_db_backup - Database backup

Test Results

$ node tests/run-tests.js

======================================================================
🧪 RuVector MCP Test Suite
======================================================================

Test 1: File Structure Validation
  ✅ All test files present and valid

Test 2: Module Loading
  ✅ Modules load correctly
  ✅ Embedding generation works
  ✅ Embeddings are normalized

Test 3: Dependencies Check
  ⚠️  Optional dependencies noted

Test 4: MCP Server Binary Check
  ⚠️  Build with: cargo build --release -p ruvector-cli --bin ruvector-mcp

Test 5: Documentation Quality
  ✅ Complete documentation

Test 6: Script Permissions
  ✅ All scripts executable

======================================================================
📊 Test Summary
======================================================================
  ✅ Passed:   13/13 (100%)
  ⚠️  Warnings: 2 (optional)

Architecture

┌─────────────────────┐
│  Test Scripts       │
│  (Node.js)          │
├─────────────────────┤
│  • run-tests.js     │  ← Comprehensive test suite
│  • validate-tests.js│  ← Validation only
│  • mcp-simple-test  │  ← JSON-RPC direct
│  • mcp-demo.js      │  ← MCP SDK client
└──────────┬──────────┘
           │ JSON-RPC/stdio
┌──────────▼──────────┐
│   MCP Server        │
│   (Rust binary)     │
│   ruvector-mcp      │
└──────────┬──────────┘
           │
┌──────────▼──────────┐
│   RuVector Core     │
│   (Rust crates)     │
└─────────────────────┘

Usage Examples

Example 1: Simple Test

# Test without building MCP server (validation only)
node tests/run-tests.js

# Build and test
cargo build --release -p ruvector-cli --bin ruvector-mcp
node tests/mcp-simple-test.js

Example 2: Full Demo

# Install optional MCP SDK
npm install @modelcontextprotocol/sdk

# Run full demo
node tests/mcp-demo.js

Example 3: Custom Test

const { SimpleMCPClient, generateEmbedding } = require('./tests/mcp-simple-test.js');

async function customTest() {
  const client = new SimpleMCPClient({
    cmd: './target/release/ruvector-mcp',
    args: []
  });

  await client.start();

  // Create database
  await client.callTool('vector_db_create', {
    path: './custom.db',
    dimensions: 256,
    distance_metric: 'cosine'
  });

  // Your custom operations...

  await client.close();
}

Integration

With Claude Code

# Add to Claude Code MCP servers
claude mcp add ruvector -- ./target/release/ruvector-mcp

With Other Tools

The MCP server can be used with any MCP-compatible client:

import { Client } from '@modelcontextprotocol/sdk/client/index.js';
import { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js';

const transport = new StdioClientTransport({
  command: './target/release/ruvector-mcp'
});

const client = new Client({ name: 'my-client', version: '1.0.0' }, {});
await client.connect(transport);

Troubleshooting

Server not found

# Build the server
cargo build --release -p ruvector-cli --bin ruvector-mcp

# Or use debug build (faster to compile)
cargo build -p ruvector-cli --bin ruvector-mcp
MCP_SERVER_PATH=./target/debug/ruvector-mcp node tests/mcp-simple-test.js

Dependencies missing

# For full demo only
npm install @modelcontextprotocol/sdk

# Simple test has no dependencies
node tests/mcp-simple-test.js

Permission denied

chmod +x tests/*.js

Tests timeout

# Check if server starts
./target/release/ruvector-mcp --help

# Test JSON-RPC manually
echo '{"jsonrpc":"2.0","id":1,"method":"initialize"}' | ./target/release/ruvector-mcp

Performance Tips

1. Use batch operations - Insert multiple vectors at once
2. Choose right dimensions - Common: 128, 384, 768, 1536
3. Normalize vectors - For cosine similarity
4. Use release build - Much faster than debug
5. Enable GNN caching - ~250-500x speedup for graph ops

Next Steps

1. ✅ Run validation: node tests/run-tests.js
2. ✅ Build server: cargo build --release -p ruvector-cli --bin ruvector-mcp
3. ✅ Run tests: node tests/mcp-simple-test.js
4. 🎯 Integrate with real embeddings
5. 📈 Benchmark with your data
6. 🚀 Deploy to production

Learn More

• MCP Specification
• RuVector Documentation
• MCP Server Source
• MCP Handlers

Contributing

To add new tests:

1. Create test script in tests/
2. Add to run-tests.js
3. Update documentation
4. Ensure 100% pass rate

License

MIT - See ../LICENSE