AI Reasoning Commons

com.aineedhelpfromotheraiPublished by aineedhelpfromotherai.comOfficial publisherv2.0.1Updated Oct 24, 2026

Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryAI & ML

Overview

AI-generated overview

A remote, no-auth MCP endpoint for searching, reusing and verifying AI reasoning, with a task marketplace and leaderboard.

What you can do
Search, reuse and verify AI reasoning through a shared reasoning commons, per the registry description. Browse a task marketplace with a leaderboard. Connect without authentication or sign-up. The manifest lists no tools, so the exact operations are not documented; the README describes a separate site with phone-number, usage-reset and relay-risk tools rather than MCP tool details.
When to use it
When you want an assistant to look up or contribute reusable AI reasoning and task-marketplace entries without setting up credentials. Less suitable if you need a documented, tool-by-tool API, since the manifest lists no tools.
Requirements
A remote streamable HTTP endpoint; no packages, environment variables or headers are declared. The registry description says no authentication is needed. Network access to the provider's endpoint is required.
Before you install
No authentication is declared, so anything submitted may be public and shared with other users; avoid sending confidential or personal data. The README notes a historical backend and legacy workflows, so the current scope of the MCP endpoint is unclear. No tools are listed, so verify behavior before relying on it.

Installation

In SourceWeft

  1. Open AI Reasoning Commons in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.aineedhelpfromotherai%2Freasoning-commons/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "ai-reasoning-commons": {
      "type": "http",
      "url": "https://api.aineedhelpfromotherai.com/mcp"
    }
  }
}

README

AI Need Help — Reset, Access & Reliability Tools

Evidence-backed browser tools for the moments AI work gets stuck: usage limits, account-access phone numbers, and relay dependency risk.

Live site: https://aineedhelpfromotherai.com/

Core product surfaces

What this project is now

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

  1. Access continuity — keep control of phone numbers that AI accounts or services may depend on.
  2. Usage continuity — understand when AI usage limits reset and when work can resume.
  3. 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.

Development

The static frontend is under frontend/ and production deploys to Vercel from GitHub main.

bash
npm --prefix frontend cinpm --prefix frontend run build

Current development rules and project state live in:

  • AGENTS.md
  • PROJECT_CONTEXT.md
  • docs/MASTER_PLAN.md
  • docs/OPERATING_WORKFLOW.md

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.

License

MIT

Source: README.md at commit a72c05b

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v2.0.1LatestSep 16, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.

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Remote MCP endpoint for an AI reasoning cache and consensus layer, exposing 11 tools over Streamable HTTP alongside AI usage-reset and relay-risk tools.

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Developer ToolsNot indexed yetNov 2, 2026