此 MCP 可以做什么
Measures AI search visibility and citations, audits websites for AEO readiness, tracks AI crawler activity, and provides company and dataset research.
功能
工具
13
工具
aeo_audit
Run a live AI visibility audit
Run a LIVE AEO audit of a site right now: fresh fetch of the homepage, robots.txt, sitemap, llms.txt, and about page, scored on the six on-page categories with concrete recommendations. Differs from aeo_score, which returns the stored score from the index; that score updates when Engagemii next reads the site. Free, no auth, up to 5 live audits per hour.
只读
可访问外部资源
幂等
输入模式
{'type': 'object', 'required': ['domain'], 'properties': {'domain': {'type': 'string', 'description': 'Company domain or URL, e.g. example.com'}}}
aeo_score
Get a company's AI visibility score
Get the Engagemii AEO score (0-10) for any company domain, with the six on-page sub-scores, seven off-page authority signals, and the llms.txt audit verdict. Drawn from the Engagemii index of more than 70 million companies. Free, no auth.
只读
可访问外部资源
幂等
输入模式
{'type': 'object', 'required': ['domain'], 'properties': {'domain': {'type': 'string', 'description': 'Company domain or URL, e.g. example.com'}}}
ai_readstream
See which AI engines are reading company pages
Which AI engines are reading the business web right now. Server-side, IP-verified crawler logs across one of the largest networks of business pages online. Returns per-engine reads over the last ten minutes, the last 24 hours and all time, plus a daily series. Free, no auth. Answers questions such as which AI crawler is most active, how two engines compare, and whether AI reading is rising.
只读
可访问外部资源
幂等
输入模式
{'type': 'object', 'properties': {'days': {'type': 'number', 'description': 'How many days of the daily series to return, 0 to 30. Default 7.'}}, 'additionalProperties': False}
brand_profile
Get a company's public profile
Full public profile for a scored company: score breakdown, category, geography, detected platform, social profiles, AI-crawler visit counts. Free, no auth.
只读
可访问外部资源
幂等
输入模式
{'type': 'object', 'required': ['domain'], 'properties': {'domain': {'type': 'string'}}}
citation_watch
See which brands AI is recommending
What ChatGPT is recommending right now. Every 30 minutes Engagemii puts a real, non-branded buyer question to ChatGPT with live web search and records which brands it names, alongside each brand's standing AI visibility score (computed before the question was asked). Returns the last 48 hours. Free, no auth. Answers questions such as which brands AI recommends in a category, and whether an AI visibility score relates to being recommended.
只读
可访问外部资源
幂等
输入模式
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'How many checks to return, 1 to 50. Default 20.'}, 'category': {'type': 'string', 'description': 'Optional filter, e.g. Legal, Finance & Insurance, Fashion & Apparel. Case-insensitive substring match.'}}, 'additionalProperties': False}
connect_tracker
Set up AI crawler monitoring
Set up free Engagemii AI-crawler monitoring for a site, entirely from here. It provisions the owner's free account and tracker key and returns a small install snippet (Node/Express, Next.js, PHP, or Cloudflare Worker) with the key already in it. Once the snippet for the site's stack is installed, AI-bot visits start reporting, and the owner sees them per bot and per day at the dashboard link. Requires the owner's email. Terms of the free service: Engagemii licenses the AI-crawler activity data the tracker collects, in aggregated form and, unless the owner opts out in portal settings, identified by their domain. The tracker records bot visits only, never human visitors.
可访问外部资源
输入模式
{'type': 'object', 'required': ['domain', 'email'], 'properties': {'email': {'type': 'string', 'description': "The site owner's email (required)"}, 'domain': {'type': 'string', 'description': 'The site, e.g. example.com'}, 'platform': {'enum': ['node', 'nextjs', 'php', 'cloudflare'], 'type': 'string', 'description': "The site's stack, if known. Omit to get all four snippets."}}}
data_records
Pull licensed company records
Pull full licensed records from the Engagemii dataset (all columns, fingerprinted, the same shape a purchased file delivers). Metered: every record returned uses one unit of the account's purchased API quota. Returns 25 records by default and at most 100 per call. Larger pulls are available through the REST API at https://api.engagemii.com/api/v1/data/records with the same key. Requires an Engagemii data API key.
可访问外部资源
输入模式
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'records to draw (each costs 1 quota). Default 25, max 100 in-chat.'}, 'scope': {'enum': ['us', 'all'], 'type': 'string'}, 'states': {'type': 'array', 'items': {'type': 'string'}}, 'api_key': {'type': 'string', 'description': 'Your Engagemii data API key (edk_...). Only needed when the key is not already sent as a request header.'}, 'scoreMax': {'type': 'number'}, 'scoreMin': {'type': 'number'}, 'industries': {'type': 'array', 'items': {'type': 'string'}}}}
dataset_sample
Get a sample of the dataset
15 random live rows from the Engagemii dataset in exactly the shape a purchased file delivers (same columns, same cleaning). Free, no auth.
只读
可访问外部资源
幂等
输入模式
{'type': 'object', 'properties': {}, 'additionalProperties': False}
data_signup
Create a data account
Create a free Engagemii data account. We email a verification link to the address; the account's API key (edk_...) stays inactive until the user clicks it, then the key appears in the portal and unlocks search_companies and data_records. Requires the user's email, a password of their choosing (8+ characters), their company name, and the user's acceptance of the data license at https://engagemii.com/aeo/data/license.
可访问外部资源
输入模式
{'type': 'object', 'required': ['email', 'password', 'company_name', 'license_accepted'], 'properties': {'email': {'type': 'string'}, 'password': {'type': 'string', 'description': '8+ characters, chosen by the user'}, 'company_name': {'type': 'string'}, 'license_accepted': {'type': 'boolean', 'description': 'Whether the user has explicitly accepted the data license'}}}
free_kit
Request the free fix kit
Request the FREE Customized Fix Kit for a domain. There is one kit and it is free: eight fix files written from the site's ACTUAL content (Organization and FAQ JSON-LD, meta description, llms.txt, robots patch, Wikidata guide, Google Business checklist, README) plus a full PDF audit. Flow: pass the owner's email; Engagemii emails a verification link; after the owner clicks it the kit is built and the download link is emailed automatically. Kits are queued, so delivery is by email rather than in-chat. One kit per domain; repeat requests resend the stored kit.
可访问外部资源
输入模式
{'type': 'object', 'required': ['domain', 'email', 'owner_confirmed'], 'properties': {'email': {'type': 'string', 'description': "The site owner's email (the verification link and the kit go there)"}, 'domain': {'type': 'string', 'description': 'The site, e.g. example.com'}, 'owner_confirmed': {'type': 'boolean', 'description': 'Confirm with the user that this is their own brand. Agencies working on client sites should use the data portal (engagemii.com/aeo/data) instead.'}}}
kit_checkout
Fix kit checkout (retired)
Retired. The Customized Fix Kit is now free and is requested through free_kit, so this tool no longer starts a checkout. It returns a short notice saying so.
只读
可访问外部资源
幂等
输入模式
{'type': 'object', 'properties': {'domain': {'type': 'string', 'description': 'The site, e.g. example.com'}}}
kit_download
Download a purchased fix kit
After a paid kit_checkout, receive all eight Customized Fix Kit files plus the badge embed as plain text. Requires the Stripe session id (cs_...) from the checkout success URL.
只读
可访问外部资源
幂等
输入模式
{'type': 'object', 'required': ['session_id'], 'properties': {'session_id': {'type': 'string'}}}
search_companies
Search the company dataset
Query the scored dataset with filters (industries, states, score range, scope us|all). Returns up to 100 light rows. Requires an Engagemii data API key.
只读
可访问外部资源
幂等
输入模式
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'max 100'}, 'scope': {'enum': ['us', 'all'], 'type': 'string', 'description': 'us = verified US companies; all = worldwide'}, 'states': {'type': 'array', 'items': {'type': 'string'}}, 'api_key': {'type': 'string', 'description': 'Your Engagemii data API key (edk_...). Only needed when the key is not already sent as a request header.'}, 'scoreMax': {'type': 'number'}, 'scoreMin': {'type': 'number'}, 'industries': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Business categories, e.g. Technology, Healthcare'}}}
历史
近期工具变更
已更改
kit_download
2026年10月1日 02:42
已更改
kit_checkout
2026年10月1日 02:42
已更改
data_records
2026年10月1日 02:42
已更改
data_signup
2026年10月1日 02:42
已更改
search_companies
2026年10月1日 02:42
已更改
connect_tracker
2026年10月1日 02:42
已更改
ai_readstream
2026年10月1日 02:42
已更改
citation_watch
2026年10月1日 02:42
已更改
aeo_audit
2026年10月1日 02:42
已更改
kit_download
2026年9月29日 02:48
已更改
kit_checkout
2026年9月29日 02:48
已更改
data_records
2026年9月29日 02:48
已更改
data_signup
2026年9月29日 02:48
已更改
search_companies
2026年9月29日 02:48
已更改
connect_tracker
2026年9月29日 02:48
已更改
free_kit
2026年9月29日 02:48
已更改
ai_readstream
2026年9月29日 02:48
已更改
citation_watch
2026年9月29日 02:48
已更改
dataset_sample
2026年9月29日 02:48
已更改
brand_profile
2026年9月29日 02:48
已更改
aeo_audit
2026年9月29日 02:48
已更改
aeo_score
2026年9月29日 02:48
已添加
kit_download
2026年9月25日 02:40
已添加
kit_checkout
2026年9月25日 02:40
已添加
data_records
2026年9月25日 02:40
已添加
data_signup
2026年9月25日 02:40
已添加
search_companies
2026年9月25日 02:40
已添加
connect_tracker
2026年9月25日 02:40
已添加
free_kit
2026年9月25日 02:40
已添加
ai_readstream
2026年9月25日 02:40
发现
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