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Cognitio

Verified Integration
Author: @ljlj7149-cloud•Category: ServerApplication
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#Database#API#Git#AI#GitHub#Node.js

Client Configuration

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

System Overview

Establishes a persistent self-improvement loop for AI agents by tracking errors and injecting preventative behavioral constraints.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for Cognitio

Cognitio is an LLM self-improvement system that establishes a persistent learning loop for AI agents. It tracks errors, categorizes them into five types, and injects preventative behavioral constraints to stop repeat mistakes across sessions and agents.

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