bot.mcp

Turn ChatGPT, Claude, Gemini, Copilot, Cursor or any MCP-compatible agent into an AI visibility and SEO agent

Tracking shows where AI answers leave you out. bot.mcp gives your agent the evidence, the reasons and the fix, with AI search and SEO data in one connector.

Works with Claude, ChatGPT, Gemini, Microsoft Copilot, GitHub Copilot, Cursor, Codex and any MCP-compatible agent.

Server URL

https://mcp.bot.spot/mcp
Claude

Web and desktop

  1. Open Settings, then Connectors, and choose Add custom connector.

  2. Paste the server URL.

    https://mcp.bot.spot/mcp

  3. Select Connect and sign in with your Botspot account.

ChatGPT

  1. In Settings, open Connectors (or Apps) and turn on developer mode.

  2. Create a connector with the server URL and choose OAuth for authentication.

    https://mcp.bot.spot/mcp

  3. Sign in with your Botspot account.

Gemini

Web app

  1. Open Settings, then Connected apps, and choose Add a custom app.

  2. Paste the server URL.

    https://mcp.bot.spot/mcp

  3. Approve the sign-in with your Botspot account.

Claude Code

  1. Add the server from your terminal.

    claude mcp add --transport http botspot https://mcp.bot.spot/mcp

  2. Run /mcp in Claude Code and sign in with your Botspot account.

    /mcp
Cursor

  1. Install it with one click.

    Add to Cursor

  2. Or add it to ~/.cursor/mcp.json.

    {"mcpServers":{"botspot":{"url":"https://mcp.bot.spot/mcp"}}}

  3. Sign in with your Botspot account when Cursor asks.

VS Code

With GitHub Copilot

  1. Add the server from your terminal.

    code --add-mcp '{"name":"botspot","type":"http","url":"https://mcp.bot.spot/mcp"}'

  2. Or add it to mcp.json.

    {"servers":{"botspot":{"type":"http","url":"https://mcp.bot.spot/mcp"}}}

  3. Sign in when asked, then use it in Copilot agent mode.

Codex CLI

  1. Add the server.

    codex mcp add botspot --url https://mcp.bot.spot/mcp

  2. Sign in with your Botspot account.

    codex mcp login botspot
Gemini CLI

  1. Add it to ~/.gemini/settings.json.

    {"mcpServers":{"botspot":{"httpUrl":"https://mcp.bot.spot/mcp"}}}

  2. Sign in from Gemini CLI.

    /mcp auth botspot
Copilot Studio

Microsoft Copilot Studio

  1. In your agent, open Tools, choose Add a tool, then New tool, then Model Context Protocol.

  2. Enter a name, a description and the server URL. Set authentication to OAuth 2.0 with Dynamic discovery.

    https://mcp.bot.spot/mcp

  3. Select Create, then connect with your Botspot account.

Any MCP client

  1. Add a remote server with this URL.

    https://mcp.bot.spot/mcp

  2. Transport: Streamable HTTP with OAuth sign-in. Sign in with your Botspot account.

Sign in with your Botspot account.New to Botspot? Free for 30 days. No credit card.

What it does

An AEO agent that works
from evidence to fix.

bot.mcp is the action layer on top of tracking. Five workflows for your AI SEO agent, in the order most teams need them. Each one is a sentence you type.

  1. EvidenceWhat's wrong. From recorded answers on seven AI engines.

  2. DiagnosisWhy. From the sources, pages and searches behind those answers.

  3. FixWhat to change. Your agent makes it, you approve it, and the plan says when to recheck.

Claudebot.mcp connectedIllustrative

You: Set up our Botspot workspace and tracking strategy.

  1. get_workspacebrand, domain, competitors
  2. load_skillpersonaspersona method
  3. load_skilltracking-promptstracking method
  4. list_personasnone yet
  5. save_persona×2after your approvalapproved

Tracking strategy

Personas
Freelancer (consumer), finance lead (business)
Engines
ChatGPT, Google AI Overview, Gemini, Perplexity
Market
United States, English
  • AwarenessHow do freelancers keep track of unpaid invoices?
  • ConsiderationWhich invoicing apps handle several currencies?
  • DecisionIs paid invoicing software worth it for one person?

12 drafts by buying stage. None names a brand.

Save 12 prompts?

Each first run is queued on save.

Options: Approve Edit first

You: We lost 'best invoicing software for freelancers' to Rival. Take it back.

  1. list_prompts1 tracked prompt matched
  2. compare_brandsRival ahead on 5 of 7 engines
  3. get_run×33 answers read in full
  4. list_sourcesgap2 roundups cite Rival, not you
  5. inspect_page×2Rival's comparison page and yours
  6. get_search_resultsAI Overviewmatching search, top 10

Why you lost it

  1. Two roundups cited by ChatGPT and Perplexity list Rival and not you.

    Evidence: ChatGPT answer, Oct 30Cited: 'Top 10 invoicing tools' (roundup)

  2. Rival's comparison page answers pricing and integrations. Yours doesn't.

    Evidence: Rival's comparison pagePerplexity answer, Oct 29

  3. Rival ranks in Google's top 3 for the matching search. You weren't seen in the top 10.

    Evidence: Google top 10

The plan

  1. Rewrite the comparison page · brief attachedOwner: SiteRecheck in 3 weeks
  2. Pitch the two roundups · drafts readyOwner: OutreachRecheck in 4 weeks
  3. Add FAQ schemaOwner: SiteRecheck in 2 weeks
  4. Track three variants of the promptOwner: TrackingRecheck in 2 weeks

You: We want to win 'best invoicing software for freelancers'. Plan and draft the article that answers it better than Rival.

  1. list_sourcespages cited for this prompt
  2. get_search_resultsAI Overview, People Also Ask6 questions
  3. inspect_page×3the top cited pages
  4. get_keyword_metricsthe intent cluster
  5. Draftarticle.mdwritten by Claudeagent draft
Intent
Compare a shortlist on price, getting paid and fit for one person.
Must answer
Free plan? Several currencies? Card payments? Late-payment reminders?
Cited pages miss
Solo pricing and late-payment reminders.

H1Invoicing software for freelancers: 7 tools compared

  • H2Pricing for one person
  • H2Getting paid: cards, transfers, reminders
  • H2Which tool fits which freelancer

Target phrasesinvoicing software for freelancers 1.9k/mofree invoice app 6.6k/mofreelance invoice reminders 390/mo

Link from/pricing/blog/get-paid-faster

Draft ready for review, written by Claude from this brief

Most freelancers need three things from invoicing software: a fair price for one person, easy ways for clients to pay, and reminders that chase late invoices for them.

You: Get us into the articles AI keeps citing.

  1. load_skillearned-sourcesoutreach method
  2. list_sourcescompetitors' own pages dropped
  3. inspect_source×4answers and engines per source
  4. inspect_page×4are you listed?

Where to ask, ranked by the answers they feed

  1. 'Top 10 invoicing tools'RoundupFeeds 9 answersNot listed

    Ask: Add us to the table; we cover multi-currency invoices.

  2. Freelancer forum thread on invoicingCommunityFeeds 6 answersNot mentioned

    Ask: Answer the open question on late-payment reminders.

  3. Invoicing category in a software directoryListingFeeds 5 answersListed, no reviews

    Ask: Invite recent customers to leave a review.

  4. Video review of invoicing appsVideoFeeds 4 answersNot shown

    Ask: Offer a demo account for the next review.

Pitch drafts ready for your review. You decide what to send.

You: Our docs aren't cited by AI, fix the site.

  1. get_site_auditAI crawler access failing
  2. load_skillsite-fixesNext.js guide
  3. inspect_pagedocs page checked
  4. Editpublic/robots.txtchange made by Claude Codeagent edit
  5. refresh_site_auditrerun after you publishedapproved

public/robots.txt

User-agent: OAI-SearchBotRemoved: Disallow: /Added: Allow: /User-agent: Claude-SearchBotRemoved: Disallow: /Added: Allow: /

Audit rerun

  • OAI-SearchBot can crawl
  • Claude-SearchBot can crawl
  • PerplexityBot can crawl

You reviewed the diff and approved the rerun.

Illustrative run. Brands, dates and numbers are made up.

Features

AI search and SEO
in one MCP.

An AEO tool and an SEO data source in one connector, working from your brand's own Botspot workspace.

What each kind of MCP connector covers
CapabilityAI visibility MCPSEO data MCPbot.mcp
AI answers and the sources they citeYesNoYes
Rankings, keywords and backlinksNoYesYes
Link gap flagged where AI answers cite those domainsNoNoYes
Search competitors flagged when AI answers name themNoNoYes

AI search (AEO/GEO)

Visibility on seven engines

Visibility, share of voice, citation rate and average rank on ChatGPT, Google AI Overview, Google AI Mode, Gemini, Perplexity, Claude and Copilot.

Tools: get_visibility_overviewlist_brands

Competitor rankings

Brands ranked by the metric you choose, with yours always shown beside them.

Tools: list_brands

Head-to-head comparison

Two brands on the same prompts, with the gap and the leader per prompt.

Tools: compare_brands

Sentiment per brand

Positive, neutral, negative and mixed mentions, counted per brand. Counts, not a score.

Tools: list_brands

Cited sources and the gap

The pages AI cites, and the ones cited where a competitor appears and you don't.

Tools: list_sourcesinspect_source

Personas and audiences

Compare audiences by visibility, citation rate and share of voice.

Tools: list_personasinspect_persona

Full recorded answers

Any answer in full, with the brands and citations extracted from it.

Tools: list_runsget_run

Live Google AI Overview

The AI Overview for a search, with the sources it cites, when Google shows one.

Tools: get_search_results

SEO

Search footprint

Keywords by position band, estimated traffic, top pages and competing domains.

Tools: get_search_overview

Ranked keywords

Position, ranking page, volume, difficulty and intent for each keyword.

Tools: list_ranked_keywords

Keyword research

Ideas from up to five seed phrases, by phrase match or related searches.

Tools: research_keywords

Keyword metrics

Volume, 12-month trend, difficulty, intent and cost per click for up to 50 phrases.

Tools: get_keyword_metrics

Keyword gap

Keywords up to three competitors rank for where you don't, or rank below 20.

Tools: get_keyword_gap

Live Google results

Top ten, People Also Ask and related searches for one keyword.

Tools: get_search_results

Backlink profile

Referring domains, domain rank, broken backlinks and spam score. Compare referring domains and rank with up to three competitors.

Tools: get_link_profile

Link gap

Domains that link to your competitors and not to you, flagged when AI answers cite them.

Tools: get_link_gap

Pages and technical

Page inspection

Title, meta, headings, word count, JSON-LD types and render-blocking files for one URL.

Tools: inspect_page

Lighthouse with agentic browsing

Mobile and desktop scores, including Agentic Browsing, and the worst failed audits.

Tools: check_page_performance

AI crawler audit

Access for OAI-SearchBot, Claude-SearchBot and PerplexityBot, plus sitemap, schema and llms.txt.

Tools: get_site_audit

robots.txt policy suggestion

A suggested robots.txt for the crawler policy you choose: open, search and AI answers, or search only.

Tools: get_site_audit

CMS fix guides

Guides for WordPress, Shopify, Webflow and Next.js that your agent follows.

Tools: load_skill

Audit rerun after fixes

After you publish, the audit reruns with your approval to confirm the fix.

Tools: refresh_site_audit

Workspace and workflows

Tracked prompts

Add, pause or change prompts, engines and schedule. Pausing keeps the history.

Tools: list_promptscreate_promptsupdate_prompts

Personas

Consumer, business or enterprise personas, drafted from your workspace and saved after review.

Tools: list_personassave_persona

Six built-in workflows

Visibility review, earned sources, search research, site fixes, tracking setup and personas.

Tools: load_skill

Starting points

Ready-made requests in hosts that list MCP prompts.

Approval on every change

Every write shows the exact change and waits for your approval.

Every workspace, one connection

One connection covers every workspace in your Botspot account.

Tools: list_workspaces

FAQ

Questions about
bot.mcp.

Which hosts it works with, where the data comes from, and how changes get approved.

What is an AEO agent?

Answer engine optimization (AEO) is the work of getting a brand named and cited in AI answers. An AEO agent is an assistant that can do that work. bot.mcp gives your assistant the data and workflows to do it, alongside SEO.

Which platforms does it work with?

Claude on the web and desktop, Claude Code, ChatGPT, Gemini, Gemini CLI, GitHub Copilot in VS Code, Microsoft Copilot Studio, Cursor, Codex CLI and any MCP client that supports Streamable HTTP with OAuth sign-in. Add https://mcp.bot.spot/mcp and sign in with your Botspot account.

Where does the data come from?

AI visibility comes from the answers Botspot records on seven engines: ChatGPT, Google AI Overview, Google AI Mode, Gemini, Perplexity, Claude and Copilot. Site readiness comes from your stored site audit. Rankings, keywords, backlinks, live results and page checks come from a search-data provider, and performance from Lighthouse. A backlink or a ranking is not an AI citation, so the two are kept apart.

Does it change anything without asking?

No. Reading changes nothing. Every write shows you the exact change and waits for your approval. bot.mcp never writes to your website. Your agent does, where you can review the diff.

Will it get us cited by ChatGPT?

No tool can promise that. bot.mcp shows where you're missing, why, what to change and when to recheck, so you can see whether the change worked.

Does it replace our SEO tool?

It covers the SEO work tied to AI visibility: your search footprint, rankings, keyword research and gaps, backlinks, live results and page checks. It doesn't crawl whole sites or keep ranking history, so keep your SEO suite for those.

Connect

Your agent does the work.
You keep the final say.

Add the server URL, sign in with your Botspot account, and ask about the prompt you most want back.

Connect bot.mcp Book a demo

New to Botspot? Free for 30 days. No credit card.