# mcp-vector-search - Code Story

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## Project Overview

**Project**: mcp-vector-search
**Repository**: git@github.com:bobmatnyc/mcp-vector-search.git
**Branch**: main
**Timeline**: August 2025 - February 2026

### Statistics

- **Commits**: 32
- **Contributors**: 6
- **Files**: 0
- **Generated**: 2026-02-21 05:23:53

## Table of Contents

1. [Executive Summary](#executive-summary)
2. [Key Contributors](#key-contributors)
3. [Technology Stack](#technology-stack)
4. [Timeline](#timeline)
5. [Sources](#sources)
6. [Metadata](#metadata)

## Executive Summary

mcp-vector-search has evolved through 32 commits by 6 contributors. Development spans from August 2025 to February 2026. Key contributors include Bob Matsuoka, Bob Matsuoka, Robert (Masa) Matsuoka. The codebase has seen 0 insertions and 0 deletions across 0 files.

## Key Contributors

| Contributor | Commits | First Commit | Last Commit |
|-------------|---------|--------------|-------------|
| Bob Matsuoka | 434 | 2025-10-30 | 2026-02-11 |
| Bob Matsuoka | 296 | 2025-08-17 | 2026-02-20 |
| Robert (Masa) Matsuoka | 73 | 2025-08-17 | 2026-02-20 |
| Masa Matsuoka | 45 | 2025-10-12 | 2025-10-27 |
| Masa Matsuoka | 5 | 2025-10-09 | 2025-10-09 |
| Aleksander Dietrichson | 1 | 2026-02-15 | 2026-02-15 |

## Technology Stack

### Language

- Go
- JavaScript
- Python
- Rust
- TypeScript

### Markup

- Markdown

## Timeline

Key events in the project's history:

- **2025-12-16**  - PR #63: perf: Phase 1 quick wins for indexing and visualization (#57)
  - 0 files, +839/-28
- **2025-12-16**  - PR #64: perf: Phase 2 performance optimizations (#57)
  - 0 files, +1873/-86
- **2025-12-16**  - PR #66: feat: wire up historical trends in analyze command (#65)
  - 0 files, +114/-0
- **2026-01-07**  - fix(ci): use --system flag for integration test pip install
  - 0 files changed by Bob Matsuoka
- **2026-01-31** ⭐⭐⭐ - Issue #91: Detect internal HNSW graph corruption during initialization
  - Opened - bug, enhancement
- **2026-01-31** ⭐⭐ - Issue #91 closed
  - Detect internal HNSW graph corruption during initialization
- **2026-02-04** ⭐⭐⭐ - Issue #92: feat: Two-phase indexing with durable chunks and incremental updates
  - Opened - enhancement, performance
- **2026-02-11** ⭐⭐⭐ - Issue #93: Bug: 'CodeBERTEmbeddingFunction' object has no attribute 'embed_query'
  - Opened - no labels
- **2026-02-11** ⭐⭐ - Issue #93 closed
  - Bug: 'CodeBERTEmbeddingFunction' object has no attribute 'embed_query'
- **2026-02-11** ⭐⭐⭐ - Issue #94: Add /wiki command with ontology navigation
  - Opened - enhancement
- **2026-02-11** ⭐⭐ - Issue #94 closed
  - Add /wiki command with ontology navigation
- **2026-02-11** ⭐⭐⭐ - Issue #96: TLS certificate bundle error: Python version mismatch (3.13 vs 3.12)
  - Opened - no labels
- **2026-02-15** ⭐⭐⭐ - Issue #98: feat: Add NLP entity extraction from docstrings and comments
  - Opened - enhancement, nlp
- **2026-02-15** ⭐⭐⭐ - Issue #97: perf: Optimize AST extraction pipeline for knowledge graph foundation
  - Opened - enhancement, performance
- **2026-02-15** ⭐⭐⭐ - Issue #99: feat: Add temporal knowledge graph with git-based versioning
  - Opened - enhancement, knowledge-graph
- **2026-02-15** ⭐⭐ - Issue #97 closed
  - perf: Optimize AST extraction pipeline for knowledge graph foundation
- **2026-02-15** ⭐⭐ - Issue #98 closed
  - feat: Add NLP entity extraction from docstrings and comments
- **2026-02-15** ⭐⭐⭐ - Issue #100: dart/flutter indexing
  - Opened - no labels
- **2026-02-17** ⭐⭐⭐ - Issue #102: Evaluate RyuGraph as Kuzu replacement for graph database
  - Opened - no labels
- **2026-02-18** ⭐⭐ - Issue #100 closed
  - dart/flutter indexing

## Sources

- **Commits analyzed**: 32
- **Issues tracked**: 82
- **Pull requests reviewed**: 20
- **Documentation files**: 377
  - README.md
  - docs/lancedb-streaming-iterator.md
  - docs/BATCH_API_QUICKREF.md
  - docs/chromadb-segfault-protection.md
  - docs/schema-versioning.md

## Metadata

- **Generator**: mcp-vector-search v2.5.56 v1.0.0
- **Semantic Analysis**: Yes
- **LLM Narrative**: No
- **Generation Time**: 3.65s

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*Generated by mcp-vector-search v2.5.56*
