Ci1t Mcp

io.github.collapseindexPublished by GitHub account collapseindexv1.7.1Updated Oct 24, 2026

CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleets. 20 tools.

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Overview

AI-generated overview

CI-1T prediction stability engine MCP server that lets an assistant detect ghosts, evaluate drift and monitor fleets through 20 tools.

What you can do
Detect ghosts in prediction outputs and flag unstable or spurious signals. Evaluate drift to see how predictions shift over time. Monitor fleets of models or prediction streams. The server exposes 20 tools for these stability checks, and can route analysis through the CI-1T backend or run in a bring-your-own-model mode.
When to use it
Useful when you work with prediction models or forecast streams and want an assistant to check their stability, catch ghost or drifting outputs, and keep an eye on a fleet of them.
Requirements
Runs as a local process via the npm package @collapseindex/ci1t-mcp over stdio, so Node.js is needed. Backend-routed analysis uses the CI1T_API_KEY secret; that key is optional in bring-your-own-model mode. CI1T_BASE_URL can override the default API base URL.
Before you install
The CI1T_API_KEY secret is sent to the CI-1T backend when backend-routed analysis is used, so review what prediction data leaves your machine. The default base URL points to a hosted service; confirm you trust it before sending data.

Installation

In SourceWeft

  1. Open Ci1t Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.7.1LatestSep 16, 2026

Score

25% 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 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

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

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.