# Kiro Memory

> Use this tool when you need to manage AI memory and track tasks for software development projects, providing intelligent memory management and task tracking capabilities. It solves problems such as maintaining context and knowledge graphs, and automates task management with priority inference and category classification. The tool accepts project data and conversation content as inputs, and outputs organized tasks and project information, making it ideal for developers and teams working on complex coding projects.

Canonical page: https://skillsregistry.net/skills/cbunting99-kiro-memory  
JSON: https://api.skillsregistry.net/v1/skills/cbunting99-kiro-memory

## Description

This MCP server provides AI assistants with intelligent memory management and task tracking capabilities for software development projects, built by cbunting99 using Python with automatic project detection, semantic search via sentence-transformers, and SQLite-based persistence. The implementation features automatic memory classification and relationship building, context-aware task creation from conversation content, project-based organization with auto-detection from git repositories and project files, and comprehensive cleanup and optimization tools including duplicate detection and performance tracking. Serves developers needing persistent AI memory across coding sessions, teams requiring automated task management with priority inference and category classification, and projects where maintaining context and knowledge graphs enhances AI-assisted development workflows with semantic similarity matching and intelligent content organization.

## Trust

- **Trust score (0–1):** 0.51
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/cbunting99-kiro-memory)
- **Repository:** <https://github.com/cbunting99/enhanced-mcp-memory>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "cbunting99-kiro-memory"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/cbunting99-kiro-memory` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/cbunting99-kiro-memory/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt