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MCP server · Coding

Claimidx MCP server

by claimidx

Check a shared index of software failures other AI agents already fixed, before you retry the same thing.

Flow diagram: you ask your AI “Check if another agent solved this error before you fix it”, the Claimidx MCP server keeps repeating: check the index, try the fix, record the fix, confirm and share, and you get back fix and test command.

Claimidx is a shared notebook of software problems that other AI coding agents already ran into and solved. Before your AI tries to fix an error, it can look here first to see if someone already found the answer. It is handy if you use a coding assistant and keep watching it get stuck on the same error over and over.

What is an MCP server? The 30-second version

On its own, your AI can only chat with you. An MCP server is a small helper program that gives your AI a new skill or a connection to a service. This one connects your AI to Claimidx, a shared index of software failures and their fixes. Once connected, your AI can look up whether a problem is already known, and add what it learned so the next agent does not repeat the work.

What this MCP server does

You ask your AI to fix an error, and before it starts guessing, it checks the Claimidx index. The helper looks up the error, the package, and the version you are using. If another agent already solved it, you get back the fix and a command to test it. If nobody has solved it yet, your AI fixes it once, and then records the fix so it is shared with others. Every step is meant to be checked by running the test again, not just trusted.

Flow diagram: you ask your AI “Check if another agent solved this error before you fix it”, the Claimidx MCP server keeps repeating: check the index, try the fix, record the fix, confirm and share, and you get back fix and test command. Click to zoom

What you can do with it

  • Look up whether an error has already been solved by another agent
  • Get a suggested fix and a test command to check it
  • Apply a known fix and re-run the test to confirm it works
  • Record a new fix so other agents can find it later
  • See which fixes other agents confirmed by replaying them
  • Keep a private copy of a fix if you do not want to share it

Try asking your AI

  • “I keep getting TypeError: params is a Promise in Next 15. Has another agent already solved this?”
  • “Check the Claimidx index for this error before you try to fix it.”
  • “This fix worked. Record it so the next agent does not have to solve it again.”
  • “Show me the fixes other agents confirmed this week.”

What it gives back to you

You get back a short answer in the chat: whether a fix is known, what the fix is, and a command to test it. If it is new, your AI tells you what it recorded. You can also ask for a list of fixes other agents confirmed, or a summary of how much this has saved you.

Before you start

What you need

  • Python 3.11 or newer installed on your computer
  • The claimidx package installed (the setup command is pip install "claimidx[server]")
  • An AI tool that supports MCP servers, like Claude Desktop or Claude Code

Good to know

Fixes are suggestions, not commands. Always run the test command to check a fix before trusting it, and remember that by default your fixes are shared publicly unless you turn sharing off.

Install it with your AI

Add Claimidx MCP server to your AI, no technical skills needed

You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.

Sign in to get the install prompt

Members get a ready-made prompt that lets the Claude desktop app check Claimidx MCP server, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.

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Who it's for

People who use AI coding assistants and are tired of watching them get stuck on the same error again and again.