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LoopSpec

Verified Integration
Author: @sairajbaman•Category: ServerApplication
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#Database#API#Git#Filesystem#AI#GitHub#Node.js

Client Configuration

— Connect LoopSpec to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "loopspec": {
      "command": "npx",
      "args": [
        "loopspec-mcp"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Enhances AI coding assistants with persistent memory, real-time drift detection, active goal tracking, and live dependency graphs, operating entirely offline.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for LoopSpec

LoopSpec is an MCP server + CLI that enhances AI coding assistants by providing persistent memory, real-time drift detection, active goal tracking, and live dependency graphs. It solves issues like AI forgetting conventions, drifting from specs, repeating mistakes, and shipping untested code.

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