studio/semantic-memory-mcp

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Sienna Meridian Satterwhite 6a6a2ade32

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Signed-off-by: Sienna Meridian Satterwhite <sienna@r3t.io>

2026-03-06 22:43:25 +00:00

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MCP Server Documentation

This directory contains all documentation for the MCP Server project.

Project Phases

Phase 2 - REST API Implementation - API endpoints and testing
Phase 2 TDD Summary - Test-driven development approach
Phase 3 - Semantic Memory Integration - Semantic search and memory
TDD Final Summary - Complete TDD methodology
TDD Summary - Test-driven development overview
Progress Tracker - Development progress and milestones

Quick Start

Build the server: cargo build
Run the server: cargo run
Run tests: cargo nextest run
Test endpoints: See API documentation below

API Endpoints

GET /api/health - Health check
POST /api/facts - Add a fact
GET /api/facts/search - Semantic search

Architecture

Embedding Service: Fastembed integration for vector embeddings
Semantic Store: SQLite + HNSW for efficient search
Memory Service: Core business logic
REST API: Actix-Web endpoints

Testing

All tests are located in the tests/ directory:

tests/api_endpoints.rs - API contract tests
tests/semantic_memory.rs - Memory service tests
tests/embedding_tests.rs - Embedding tests
tests/semantic_integration.rs - Integration tests

Test data is stored in tests/data/ directory.