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INITE AI Visibility

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inite.ai

See how ChatGPT, Claude, Gemini and Perplexity read any website. Scored out of 100.

https://inite.ai/api/mcpWebsiteOAuthMCP 2025-11-25v2.1.0last checked 21 Oct 2026spoke MCP on 97.6% of 85 checks (30 days)initialize in 298 ms

Will my client connect?

Decided from what the probe found at the endpoint, and from what each client's own documentation says it can complete. Every row carries the day that documentation was read.

✓Claude CodeConnects

The authorization server advertises RFC 7591 registration, so Claude Code can register itself and sign you in through the browser.

claude mcp add --transport http inite-ai-visibility https://inite.ai/api/mcp

Claude Code docs · read on 2026-08-30

✓Claude (claude.ai & Desktop)Connects

The authorization server advertises RFC 7591 registration, so Claude (claude.ai & Desktop) can register itself and sign you in through the browser.

Settings → Connectors → Add custom connector, then paste https://inite.ai/api/mcp.

Claude (claude.ai & Desktop) docs · read on 2026-08-30

✓ChatGPTConnects

The authorization server advertises RFC 7591 registration, so ChatGPT can register itself and sign you in through the browser.

Settings → Apps → Advanced settings → Developer mode, then create a connector pointing at https://inite.ai/api/mcp.

ChatGPT docs · read on 2026-08-30

✓CursorConnects

The authorization server advertises RFC 7591 registration, so Cursor can register itself and sign you in through the browser.

{
  "mcpServers": {
    "inite-ai-visibility": {
      "url": "https://inite.ai/api/mcp"
    }
  }
}

Cursor docs · read on 2026-08-30

✓VS Code (Copilot)Connects

The authorization server advertises RFC 7591 registration, so VS Code (Copilot) can register itself and sign you in through the browser.

{
  "servers": {
    "inite-ai-visibility": {
      "type": "http",
      "url": "https://inite.ai/api/mcp"
    }
  }
}

VS Code (Copilot) docs · read on 2026-08-30

How to authenticate

Checked against the endpoint by our probe on 21 Oct 2026. These are the capabilities the server advertises, not a prediction about any particular client.

Scheme
OAuth
Issuer
https://auth-api.inite.ai
Dynamic client registration
✓Advertised (RFC 7591)
Client ID Metadata Document
✕Not advertised
PKCE
✓S256
Grant types
authorization_code, refresh_token, client_credentials, urn:ietf:params:oauth:grant-type:device_code, urn:ietf:params:oauth:grant-type:token-exchange
Scopes
openid, profile, email, offline_access, brain:read, brain:write, brain:admin, brain:read_pii, registry:publish, indexer:write, mikefluff:purchase, mikefluff:booking, wallet:pay, billing:account
Protected-resource metadata
✓Published (RFC 9728)
Anonymous access
Handshake succeeds; 45 tools listable
Credentials demanded in prose
✕my_account, inite_buy, watch_site, my_reports, visibility_buy_licence, atlas_my_listings, atlas_submit, atlas_owner_claim, atlas_owner_verify, atlas_owner_card, atlas_owner_set_read_pages, atlas_owner_remeasure, atlas_owner_stats, atlas_owner_propose_edit, atlas_owner_coupons, atlas_owner_coupon_add, atlas_owner_coupon_set, atlas_owner_premium, atlas_owner_release, atlas_dataset_create, atlas_dataset_update, atlas_dataset_publish, atlas_dataset_archive, atlas_dataset_placement

These tools are listed anonymously and their own descriptions ask for an account or key, but no challenge is issued — so a client has nothing to act on and the refusal arrives as a tool error.

Documentation
https://inite.ai/en/mcp

What the probe found

warningTools needing credentials are listed without a challenge

24 of the 45 tools listed anonymously say in their own descriptions that they need an account or a key (my_account, inite_buy, watch_site, my_reports, visibility_buy_licence, atlas_my_listings, atlas_submit, atlas_owner_claim, atlas_owner_verify, atlas_owner_card, atlas_owner_set_read_pages, atlas_owner_remeasure, atlas_owner_stats, atlas_owner_propose_edit, atlas_owner_coupons, atlas_owner_coupon_add, atlas_owner_coupon_set, atlas_owner_premium, atlas_owner_release, atlas_dataset_create, atlas_dataset_update, atlas_dataset_publish, atlas_dataset_archive, atlas_dataset_placement), but the endpoint issued no WWW-Authenticate challenge. The requirement is stated only in prose, so a call reaches the tool and comes back as a tool error instead of an authorization step.

45 tools usable without signing in

The server exposes a public surface before authorization: inite_services, inite_slots, inite_book_call, inite_contact, inite_guides, my_account, inite_buy, check_identity, analyze_site, get_analysis, visibility_fixes, compare_sites, visibility_history, watch_site, my_reports, visibility_buy_licence, match_tools, match_mcp, atlas_lookup, atlas_search, atlas_changes, atlas_coupons, atlas_my_listings, atlas_submit, atlas_owner_claim, atlas_owner_verify, atlas_owner_card, atlas_owner_set_read_pages, atlas_owner_remeasure, atlas_owner_stats, atlas_owner_propose_edit, atlas_owner_coupons, atlas_owner_coupon_add, atlas_owner_coupon_set, atlas_owner_premium, atlas_owner_release, atlas_compare, atlas_dataset_create, atlas_dataset_update, atlas_dataset_publish, atlas_dataset_get, atlas_dataset_changes, atlas_dataset_archive, atlas_dataset_placement, inite_connect.

Tools

analyze_siteatlas_changesatlas_compareatlas_couponsatlas_dataset_archiveatlas_dataset_changesatlas_dataset_createatlas_dataset_getatlas_dataset_placementatlas_dataset_publishatlas_dataset_updateatlas_lookupatlas_my_listingsatlas_owner_cardatlas_owner_claimatlas_owner_coupon_addatlas_owner_coupon_setatlas_owner_couponsatlas_owner_premiumatlas_owner_propose_editatlas_owner_releaseatlas_owner_remeasureatlas_owner_set_read_pagesatlas_owner_statsatlas_owner_verifyatlas_searchatlas_submitcheck_identitycompare_sitesget_analysisinite_book_callinite_buyinite_connectinite_contactinite_guidesinite_servicesinite_slotsmatch_mcpmatch_toolsmy_accountmy_reportsvisibility_buy_licencevisibility_fixesvisibility_historywatch_site

Contract history

21 Oct 2026v2.1.03 breaking42 compatible31 cosmeticinstructions rewritten

Breaking: atlas_lookup, atlas_owner_premium, inite_buy

Instructions rewritten: atlas_dataset_archive, atlas_dataset_create, atlas_dataset_placement, atlas_dataset_publish, atlas_dataset_update, atlas_my_listings, atlas_owner_card, atlas_owner_claim, atlas_owner_coupon_add, atlas_owner_coupon_set, atlas_owner_coupons, atlas_owner_premium, atlas_owner_propose_edit, atlas_owner_release, atlas_owner_remeasure, atlas_owner_set_read_pages, atlas_owner_stats, atlas_owner_verify, inite_buy, match_mcp, match_tools, my_account, my_reports, watch_site. The description an agent follows changed; the callable contract may not have.

21 Oct 2026v2.1.01 breaking13 compatible10 cosmeticinstructions rewritten

Breaking: atlas_owner_coupon_add

Instructions rewritten: match_tools. The description an agent follows changed; the callable contract may not have.

20 Oct 2026v2.1.03 compatible5 cosmetic
16 Oct 2026v2.0.01 cosmeticinstructions rewritten

Instructions rewritten: atlas_owner_stats. The description an agent follows changed; the callable contract may not have.

16 Oct 2026v2.0.026 cosmeticinstructions rewritten

Instructions rewritten: atlas_changes, atlas_compare, atlas_coupons, atlas_dataset_changes, atlas_dataset_get, atlas_lookup, atlas_my_listings, atlas_owner_card, atlas_owner_claim, atlas_owner_coupon_add, atlas_owner_coupon_set, atlas_owner_coupons, atlas_owner_premium, atlas_owner_propose_edit, atlas_owner_remeasure, atlas_owner_set_read_pages, atlas_owner_stats, atlas_owner_verify, atlas_search, check_identity, get_analysis, inite_services, inite_slots, match_tools, my_account, my_reports. The description an agent follows changed; the callable contract may not have.

15 Oct 2026v2.0.01 compatible
15 Oct 2026v2.0.013 compatible
15 Oct 2026v2.0.09 compatibleinstructions rewritten

Instructions rewritten: atlas_search. The description an agent follows changed; the callable contract may not have.

9 Oct 2026v2.0.0first recorded contract

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Status badge

Status for a README, from the last probe — cached an hour, so up to seven hours behind the endpoint. Links back to this page.

MCP status badge for INITE AI Visibility
[![MCP status](https://mcpi.app/servers/inite-ai-visibility/badge.svg)](https://mcpi.app/servers/inite-ai-visibility)