Anomaly AI

io.github.anomaly-aiPublished by GitHub account anomaly-aiv1.0.0Updated Oct 24, 2026

AI data analyst: ask about your Excel, CSV, GA4 or database data and get charts and dashboards back

The publisher's own server: Physician Review

VerifiedStreamable HTTPWeb executableData & Analytics

Overview

AI-generated overview

Remote AI data analyst that lets an assistant query your Excel, CSV, GA4 or database data and get charts and dashboards back.

What you can do
  • Ask questions in natural language about your own data sources, including Excel and CSV files, Google Analytics 4 and databases.
  • Receive charts and dashboards as answers rather than raw rows.
  • No tool list is published, so the exact operations available are not documented; the server is described only as an AI data analyst.
When to use it
Useful when you want to explore business or analytics data conversationally and get visual output, for example spreadsheet exports, GA4 metrics or database tables, without writing queries or chart code yourself.
Requirements
A remote MCP endpoint reached over streamable HTTP; no local package or runtime is needed. OAuth authentication is required, so you need an account with the provider and must complete its sign-in flow. No environment variables or headers are declared.
Before you install
You connect your own data sources, so the provider receives the data you ask about; check its handling of that data before connecting sensitive spreadsheets or databases. OAuth grants access to your account, and the server may read from connected sources. No tool list is published, so review what it can do after signing in.

Installation

In SourceWeft

  1. Open Anomaly AI in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. 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.anomaly-ai%2Fanomaly/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. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "anomaly-ai": {
      "type": "http",
      "url": "https://mcp.findanomaly.ai/mcp"
    }
  }
}

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestSep 29, 2026

Score

67% 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 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.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.

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