Searcherries: AI Visibility & SEO

com.searcherriesPublished by searcherries.comOfficial publisherv3.1.2Updated Nov 3, 2026

Connect AI agents to your AI visibility and SEO data: competitors, citations, GSC, GA4, Bing.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingData & Analytics

Overview

AI-generated overview

Hosted, read-only MCP server that gives an assistant your Searcherries AI-visibility and SEO data: AI answers, competitors, citations, Search Console, Bing…

What you can do
  • List projects and get a compact project snapshot with questions, KPIs, competitors and 30-day search and traffic totals
  • Retrieve stored AI answers with judgments on brand prominence, sentiment and off-topic results, plus the competitors AI platforms name
  • See cited URLs and domains, including your own pages
  • Read Search Console and Bing queries, pages, opportunities and trends, and GA4 sessions coming from AI assistants
  • Get a prioritized action plan with dated evidence, or bulk project sections for deeper analysis
  • Run built-in prompts such as GEO audit, content gaps, competitor gap, page brief, question review and weekly report
When to use it
Useful when you want to ask an assistant in plain language how your site shows up in AI answers and search, which competitors get recommended instead, and which pages to update first, without opening another dashboard.
Requirements
Remote streamable HTTP endpoint; nothing to install locally. Needs a Searcherries account on a paid plan (an active trial counts) with at least one project. Sign-in uses OAuth 2.1 with dynamic client registration; clients that cannot complete OAuth can use a personal access token instead.
Before you install
Access is read-only and limited to the projects of the account you authorize; the server cannot change projects, questions, connections or billing. It returns stored data only and does not trigger requests to Google, Bing or AI platforms. Signing in grants the assistant access to your account's visibility, search and analytics data, so review the OAuth approval and keep any personal access token private.

Installation

In SourceWeft

  1. Open Searcherries: AI Visibility & SEO 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/com.searcherries%2Fmcp/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": {
    "searcherries-ai-visibility-seo": {
      "type": "http",
      "url": "https://app.searcherries.com/mcp/searcherries"
    }
  }
}

README

Searcherries MCP server

Searcherries is MCP for GEO. It collects your AI visibility data, connects your search and traffic data, and makes all of it available to GitHub Copilot in VS Code, Claude, Claude Code, Codex, Cursor or any other MCP client. Instead of studying another dashboard, you ask your AI assistant how your site performs and where to act next, and it answers from your own numbers.

Every day, Searcherries checks how AI platforms such as ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude and Grok answer the customer questions you track. It records whether your brand is mentioned, which competitors are recommended instead, and which pages get cited. Google Search Console, Bing Webmaster Tools and Google Analytics 4 connect in a few clicks, so your AI visibility sits next to your rankings, queries and AI referral traffic.

Through the MCP connection, your AI assistant can find the questions you lose to competitors, optimize the pages AI cites, expand existing content, close intent gaps, spot new content opportunities and prioritize what to do first. In an editor, it can then change those pages in the same session.

This repository documents the hosted server. The server itself runs at https://app.searcherries.com/mcp/searcherries; there is nothing to install or run locally.

Listed in the GitHub MCP Registry and the official MCP Registry as com.searcherries/mcp. The GitHub listing is what the MCP Servers view in VS Code and GitHub Copilot read, so you can install it from there as well.

Server

Endpointhttps://app.searcherries.com/mcp/searcherries
TransportStreamable HTTP
AuthenticationOAuth 2.1 with dynamic client registration; personal access tokens as a fallback
AccessRead-only, limited to the projects of the account you sign in with
Registry namecom.searcherries/mcp (GitHub MCP Registry)

Requirements

A Searcherries account on a paid plan (an active trial counts) with at least one project. Create an account.

Connect

VS Code and GitHub Copilot

Install in VS Code, or add the server to .vscode/mcp.json in your workspace:

json
{  "servers": {    "searcherries": {      "type": "http",      "url": "https://app.searcherries.com/mcp/searcherries"    }  }}

Start the server from the MCP view. VS Code opens the Searcherries sign-in page in your browser; approve access and the tools appear in Copilot Chat in agent mode.

Other clients

ClientSetup
Claude Codeclaude mcp add --transport http searcherries https://app.searcherries.com/mcp/searcherries, then /mcp to sign in
Codexcodex mcp add searcherries --url https://app.searcherries.com/mcp/searcherries, then codex mcp login searcherries
CursorAdd {"mcpServers": {"searcherries": {"url": "https://app.searcherries.com/mcp/searcherries"}}} to ~/.cursor/mcp.json
ClaudeAdd a custom connector with the endpoint URL

Step-by-step guides for every client: searcherries.com/docs/mcp/overview. Clients that cannot complete an OAuth flow can use a personal access token: searcherries.com/docs/mcp/access-tokens.

Use

Ask your assistant in plain language, for example:

  • "What should I work on next for my Searcherries project?"
  • "Which customer questions do AI assistants answer without naming us, and which competitors do they name instead?"
  • "Which pages of this site should we update first? Show the evidence."
  • "Write a brief for our pricing page from the search queries and AI questions it should answer."

Tools

All tools are read-only.

ToolReturns
get-action-planPrioritized next steps for a project, with dated evidence
list-projectsYour Searcherries projects
get-project-summaryCompact snapshot: questions, KPIs, competitors, cited domains, 30-day search and traffic totals
get-ai-answersStored AI answers with judgments: how prominently the brand is named, sentiment, off-topic answers
get-competitorsBrands the AI platforms name, one brand in detail, monthly history
get-citationsURLs and domains the answers cite, including your own pages
get-search-performanceSearch Console and Bing data: top queries and pages, opportunities, question-shaped searches, trends
get-ai-trafficGA4 sessions from AI assistants, landing pages, history
get-project-dataBulk sections for deeper analysis

Full reference: searcherries.com/docs/mcp/tools.

Prompts

The server also ships ready-made workflows as MCP prompts:

PromptResult
action-planUp to five next steps with evidence
geo-auditFull audit of AI visibility, competitors, sources, search and AI traffic
content-gapsPages to publish or update
competitor-gapComparison with one competitor and a counter-content plan
page-briefBrief for one existing or planned page
question-reviewReview of the customer questions you track
weekly-reportOne-page status report

Data and privacy

The server cannot change projects, questions, connections or billing. It returns only data that belongs to the Searcherries account you authorize, and it reads stored data: a tool call never triggers a request to Google, Bing or an AI platform on your behalf.

Support

Open an issue or write from your account at app.searcherries.com.

Source: README.md at commit f4556ce

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

3
  1. v3.1.2LatestOct 6, 2026
  2. v3.1.1Sep 30, 2026
  3. v3.1.0Sep 30, 2026

Score

75% 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
  • License10 pts

    Declare a license in the repository or the registry entry.