Reasoning Commons

io.github.chenyuan35Published by GitHub account chenyuan35v1.0.0Updated Nov 2, 2026

AI Reasoning Cache & Consensus Layer with 11 MCP tools via Streamable HTTP.

The publisher's own server: AI Reasoning Commons

VerifiedStreamable HTTPWeb executableDeveloper ToolsAI & ML

Overview

AI-generated overview

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.

What you can do
  • The manifest lists no individual tools, so capabilities come from the description and README.
  • The registry describes a reasoning cache and consensus layer with 11 MCP tools served over Streamable HTTP.
  • The README frames the site around three jobs: keeping control of phone numbers AI accounts depend on, tracking when AI usage limits reset, and assessing dependency risk from third-party AI relays.
  • Supporting surfaces include a Cursor usage reset calculator, a Claude Code limit reset calculator, and an evidence-backed 0-100 Exit Risk Index for AI relays.
  • Older general calculators and image tools are described as maintenance-only.
When to use it
Consider it when you want an assistant to consult a shared reasoning cache or consensus layer, or to look up AI usage-limit reset timing and relay dependency risk. It is aimed at AI power users managing access, usage and vendor dependency.
Requirements
A remote Streamable HTTP endpoint; no package installation. The manifest declares no authentication, environment variables or headers, and the README says the public tools need no sign-up. Network access to the hosted site is required.
Before you install
The manifest lists no tools, so what the 11 tools actually do cannot be verified from the supplied material. The README notes the repository previously centered on an AI-agent debugging/MCP backend, and that legacy components and workflows are retained for history and compatibility. Treat any advice on phone numbers and account access carefully.

Installation

In SourceWeft

  1. Open 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/io.github.chenyuan35%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": {
    "reasoning-commons": {
      "type": "http",
      "url": "https://aineedhelpfromotherai.com/api/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 2dc0d66

Tools

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

Version history

1
  1. v1.0.0LatestSep 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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