com.aineedhelpfromotherai/reasoning-commons MCP Server

The MCP server com.aineedhelpfromotherai/reasoning-commons provides tools to search, reuse, and verify AI reasoning. It is described as a task marketplace with a leaderboard, designed with zero-barrier access and no auth. It also references concepts like a reasoning cache and failure memory for AI coding workflows.

🛠️ Key Features

Search, reuse, verify AI reasoning
Reasoning cache and agent-memory support (as referenced by topics)
Failure-analysis / failure-memory focus
MCP tooling and “mcp-tools” integration (topic-based)

🚀 Use Cases

AI coding agents that need reasoning retrieval and validation
Debugging and failure analysis workflows
Developer-tool usage patterns for LLM tools

⚡ Developer Benefits

No authentication requirement (as stated)
Designed for agent-memory and reasoning reuse (topic-based)
Includes mechanisms for reasoning verification

⚠️ Limitations

The provided data does not list specific MCP tools or a tool count.
Marketplace/leaderboard behavior is mentioned, but operational details are not provided.

Core product surfaces

Phone Number Survival Guide — plan how to buy, activate, verify, use abroad, keep alive, and recover a number that an important account may need again

Cursor Usage Reset Calculator — understand Cursor reset timing and usage pacing

Claude Code Limit Reset Calculator — track session and weekly reset timing from the reset information shown by Claude

AI Relay Exit Risk Checker — assess relay dependency with an evidence-backed 0–100 Exit Risk Index

All tools

What this project is now

The product is intentionally focused on three related jobs for AI power users:

Access continuity — keep control of phone numbers that AI accounts or services may depend on.

Usage continuity — understand when AI usage limits reset and when work can resume.

Dependency continuity — assess whether relying on a third-party AI relay creates avoidable exit risk.

Phone Number Lifecycle is the primary product surface. Reset tools and Relay Exit Risk are supporting surfaces. Older general calculators and image tools remain available but are maintenance-only rather than the product direction.

The site favors official/current sources, explicit unknowns, browser-side execution where practical, and stable canonical URLs. It does not require sign-up for the public tools.

Historical components

This repository previously centered on an AI-agent debugging/MCP backend. Those components are retained for history and compatibility where needed, and the historical backend still supports Relay Exit Risk API functionality. They are not the current product direction.

Legacy scheduled workflows tied to the old Failure Memory/MCP product are kept manual-only unless a current product need explicitly reactivates them.

Install

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://api.aineedhelpfromotherai.com/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "reasoning-commons": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://api.aineedhelpfromotherai.com/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

AI Reasoning Commons

com.aineedhelpfromotherai/reasoning-commons MCP Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

AI Need Help — Reset, Access & Reliability Tools

Core product surfaces

What this project is now

Development

Historical components

License

Install

Remote endpoint

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