TraceFlow Lens

com.traceflowlabs.lensPublished by lens.traceflowlabs.comOfficial publisherv1.0.0Updated Oct 26, 2026

SEO and GEO audit: check if a site can be read and cited by Google, ChatGPT, Perplexity and Claude.

VerifiedStreamable HTTPWeb executableWeb Search & Scraping

Overview

AI-generated overview

Remote MCP endpoint for TraceFlow Lens that lets an assistant run SEO and GEO audits on a site to see if Google, ChatGPT, Perplexity and Claude can read and…

What you can do
  • Run SEO and GEO audits on a website.
  • Check whether search engines and AI assistants such as Google, ChatGPT, Perplexity and Claude can read and cite the site.
  • Report on the site's readiness for being indexed and cited.
  • No individual tools are documented in the manifest, so the exact operations are not listed.
When to use it
Use it when you want an assistant to assess a site's search and generative-engine visibility, for example before or after content changes, or when comparing how well pages can be read and cited by AI assistants.
Requirements
A remote MCP endpoint reached over streamable HTTP at the provider's host; no local package or runtime is needed. Authentication is required: a bearer token sent in the Authorization header, using a TraceFlow Lens API key from a Solo or Agence plan.
Before you install
The server requires an API key sent as a bearer token in the Authorization header, and access depends on a paid Solo or Agence plan. Audit requests send the target site details to the provider's service. No tools are documented, so review what the server can do before connecting it.

Installation

In SourceWeft

  1. Open TraceFlow Lens in the dashboard and add it to a workspace.
  2. Connect Authorization token 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/com.traceflowlabs.lens%2Fgeo-audit/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": {
    "traceflow-lens": {
      "type": "http",
      "url": "https://lens.traceflowlabs.com/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

Tools

0
This server asks for a credential such as an API key, so SourceWeft could not read its tools without one and has not indexed them.

Version history

1
  1. v1.0.0LatestOct 18, 2026

Score

56% 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

    Publish an icon in the registry entry.

  • 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.