FutureProof AEO

io.github.mattyb12345nycPublished by GitHub account mattyb12345nycv1.1.1Updated Oct 24, 2026

Track brand visibility across ChatGPT, Claude, Gemini & Perplexity. Scores, competitors, trends.

The publisher's own server: Proof Holdings

VerifiedStreamable HTTPWeb executableData & Analytics Business & Commerce

Server details

Identifier: io.github.mattyb12345nyc/futureproof-aeo
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Sep 16, 2026

Security note

MCP servers receive tool arguments from a conversation and may perform external actions. Review what a server can do before you enable it, and give it only the access it needs.

The registry verified the GitHub account mattyb12345nyc for this listing. That does not show the account is the product's maker.

SourceWeft's checks cover whether the listing is complete and the endpoint answered; they do not review the server's code or what its tools do.

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Overview

AI-generated overview

Tracks a brand's visibility across AI assistants such as ChatGPT, Claude, Gemini and Perplexity, with scores, competitor comparisons and trends.

What you can do: FutureProof AEO is a hosted service that measures how a brand appears in answers from major AI assistants. According to its description, it reports visibility scores, competitor comparisons and trends across ChatGPT, Claude, Gemini and Perplexity. The manifest does not list individual tools, so the exact operations an assistant can call are not documented here.
When to use it: Worth considering when you want an assistant to check or discuss how a brand shows up in AI-generated answers, compare it against competitors, or follow visibility trends over time.
Requirements: A remote MCP endpoint reached over streamable HTTP at the provider's host. A bearer token is required in the Authorization header, obtained from the provider's API key settings; a limited no-signup free tier is also mentioned. Network access to the provider is needed.

Before you install

The Authorization header carries a live API key, so treat it as a secret and avoid exposing it in logs or shared configurations. Usage may be metered by plan or daily limits, and brand queries are sent to the third-party provider.

Installation

In SourceWeft

Open FutureProof AEO in the dashboard and add it to a workspace.
Connect Authorization token credentials. They are stored privately and never shown on public pages.
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.mattyb12345nyc%2Ffutureproof-aeo/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": {
    "futureproof-aeo": {
      "type": "http",
      "url": "https://ai.futureproof.work/.netlify/functions/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

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Tools

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Version history

v1.1.1LatestSep 16, 2026

Score

60% 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
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.

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