Askline

Official22 tools

by askline

Askline shows what ChatGPT says about a brand, then the SEO that feeds it.

MCP Server: ai.askline/askline

The ai.askline/askline MCP server, Askline, shows what ChatGPT says about a brand, then the SEO that feeds it. The server is described as providing that brand-focused ChatGPT output alongside the SEO content used to support it. It includes 22 tools.

🛠️ Key Features

Brand-level view of what ChatGPT says
Associated SEO that feeds it
22 tools

🚀 Use Cases

Research how a brand is presented in ChatGPT
Retrieve or review the SEO material tied to that ChatGPT output

⚡ Developer Benefits

Programmatic access to a combined ChatGPT + SEO workflow via 22 tools
Clear server purpose: “Askline” pairing of statements and sourcing SEO

⚠️ Limitations

Available description does not detail specific tools, endpoints, authentication, or data sources beyond “SEO that feeds it.”

Captured live from the server via tools/list.

keyword_research

Find related keywords with monthly search volume and keyword difficulty for a seed term. Uses the saved Project market when location is omitted. Costs 1 lookup.

Parameters4

keyword	string	required
location_code	number	optional
language_code	string	optional
limit	number	optional

Raw schema

{
  "type": "object",
  "properties": {
    "keyword": {
      "type": "string"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    },
    "limit": {
      "type": "number"
    }
  },
  "required": [
    "keyword"
  ],
  "additionalProperties": false
}

keyword_difficulty

Score how hard it is to rank in the top 10 for one or more keywords (0–100). Uses the saved Project market when location is omitted. Costs 1 lookup.

Parameters3

keywords	array	required
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "keywords": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [
    "keywords"
  ],
  "additionalProperties": false
}

serp_overview

Live Google organic SERP: ranking URLs, titles, and SERP features. Uses the saved Project market when location is omitted. Costs 1 lookup.

Parameters3

keyword	string	required
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "keyword": {
      "type": "string"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [
    "keyword"
  ],
  "additionalProperties": false
}

domain_overview

Organic traffic, ranking keywords, and domain rank for a host. Uses the saved Project domain and market when those args are omitted. Costs 1 lookup.

Parameters3

target	string	optional
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [],
  "additionalProperties": false
}

ranked_keywords

Keywords a domain already ranks for, with position and volume. Uses the saved Project when target or location is omitted. Costs 1 lookup.

Parameters4

target	string	optional
location_code	number	optional
language_code	string	optional
limit	number	optional

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    },
    "limit": {
      "type": "number"
    }
  },
  "required": [],
  "additionalProperties": false
}

competitor_keywords

Keywords competitors rank for that the target does not, plus overlap. Uses the saved Project when target or location is omitted. Costs 1 lookup.

Parameters4

target	string	optional
competitor	string	optional
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string"
    },
    "competitor": {
      "type": "string"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [],
  "additionalProperties": false
}

backlink_overview

Backlink count, referring domains, rank, and spam score (2 lookups). Costs 2 lookups.

Parameters1

target

string

optional

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string"
    }
  },
  "required": [],
  "additionalProperties": false
}

referring_domains

Domains linking to the target, with rank (2 lookups). Costs 2 lookups.

Parameters2

target	string	optional
limit	number	optional

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string"
    },
    "limit": {
      "type": "number"
    }
  },
  "required": [],
  "additionalProperties": false
}

link_gap

Referring domains that link to competitors but not the target (2 lookups). Costs 2 lookups.

Parameters2

target	string	optional
competitors	array	required

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string"
    },
    "competitors": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "competitors"
  ],
  "additionalProperties": false
}

site_audit

On-page audit of one URL via instant pages. Stores the last run so a re-audit reports what changed (1 lookup). Costs 1 lookup.

Parameters2

target	string	optional
max_pages	number	optional	Ignored. Instant pages audits one URL.

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string"
    },
    "max_pages": {
      "type": "number",
      "description": "Ignored. Instant pages audits one URL."
    }
  },
  "required": [],
  "additionalProperties": false
}

chatgpt_answer

Live ChatGPT or Gemini answer for a prompt: the text, recommended brands, and cited URLs. Uses the saved Project market when location is omitted. Takes up to 2 minutes (1 lookup). Costs 1 lookup.

Parameters4

keyword	string	required	Prompt or question, e.g. best project management software
platform	string	optional	Default chat_gpt
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "keyword": {
      "type": "string",
      "description": "Prompt or question, e.g. best project management software"
    },
    "platform": {
      "type": "string",
      "enum": [
        "chat_gpt",
        "gemini"
      ],
      "description": "Default chat_gpt"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [
    "keyword"
  ],
  "additionalProperties": false
}

ai_search_volume

How often people ask ChatGPT-class tools about these keywords. Uses the saved Project market when location is omitted (1 lookup). Costs 1 lookup.

Parameters3

keywords	array	required	Up to 20 keywords
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "keywords": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Up to 20 keywords"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [
    "keywords"
  ],
  "additionalProperties": false
}

llm_citations

Pages and domains ChatGPT and AI Overviews quote for a topic or competitor. Pass a domain, a keyword, or both. ChatGPT mention data is US/English only (10 lookups). Costs 10 lookups.

Parameters5

target	string	optional	Your domain, e.g. ahrefs.com
keyword	string	optional	Topic AI is answering, e.g. seo tools
platform	string	optional	Default both platforms
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string",
      "description": "Your domain, e.g. ahrefs.com"
    },
    "keyword": {
      "type": "string",
      "description": "Topic AI is answering, e.g. seo tools"
    },
    "platform": {
      "type": "string",
      "enum": [
        "google",
        "chat_gpt"
      ],
      "description": "Default both platforms"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [],
  "additionalProperties": false
}

ai_mentions

How often Google AI Overviews and ChatGPT mention a brand or domain (10 lookups). Costs 10 lookups.

Parameters5

target	string	optional
keyword	string	optional
platform	string	optional
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string"
    },
    "keyword": {
      "type": "string"
    },
    "platform": {
      "type": "string",
      "enum": [
        "google",
        "chat_gpt"
      ]
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [],
  "additionalProperties": false
}

ai_share_of_voice

Share of AI recommendations versus named competitors (10 lookups). Costs 10 lookups.

Parameters5

target	string	optional
competitors	array	optional
keyword	string	optional
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "target": {
      "type": "string"
    },
    "competitors": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "keyword": {
      "type": "string"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [],
  "additionalProperties": false
}

gsc_performance

Google Search Console totals: clicks, impressions, average position. 0 credits. Costs 0 lookups.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "required": [],
  "additionalProperties": false
}

gsc_queries

Search Console queries for the connected property. 0 credits. Costs 0 lookups.

Parameters1

limit

number

optional

Raw schema

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "number"
    }
  },
  "required": [],
  "additionalProperties": false
}

gsc_pages

Search Console pages for the connected property. 0 credits. Costs 0 lookups.

Parameters1

limit

number

optional

Raw schema

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "number"
    }
  },
  "required": [],
  "additionalProperties": false
}

research_memory

Read or write project notes so research compounds across chats. 0 credits. Costs 0 lookups.

Parameters3

action	string	required
key	string	optional
value	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "action": {
      "type": "string",
      "enum": [
        "get",
        "set",
        "list"
      ]
    },
    "key": {
      "type": "string"
    },
    "value": {
      "type": "string"
    }
  },
  "required": [
    "action"
  ],
  "additionalProperties": false
}

pin_finding

Pin a finding to the account and SEO Board. 0 credits. Costs 0 lookups.

Parameters2

title	string	required
body	string	required

Raw schema

{
  "type": "object",
  "properties": {
    "title": {
      "type": "string"
    },
    "body": {
      "type": "string"
    }
  },
  "required": [
    "title",
    "body"
  ],
  "additionalProperties": false
}

get_project

Return the saved Project (primary domain and market) for this MCP user. Free — not a lookup. Costs 0 lookups.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "required": [],
  "additionalProperties": false
}

set_project

Save this user's Project: primary domain and market (country + language, e.g. in-en or India English). Later keyword, SERP, and competitor tools use it when domain or locale are omitted. Free — not a lookup. Costs 0 lookups.

Parameters4

domain	string	required
market	string	optional
location_code	number	optional
language_code	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string"
    },
    "market": {
      "type": "string"
    },
    "location_code": {
      "type": "number"
    },
    "language_code": {
      "type": "string"
    }
  },
  "required": [
    "domain"
  ],
  "additionalProperties": false
}

Install

Tools (22)

keyword_researchkeyword_difficultyserp_overviewdomain_overviewranked_keywordscompetitor_keywordsbacklink_overviewreferring_domains

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://askline.ai/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "askline": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://askline.ai/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

MCP Server: ai.askline/askline

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

keyword_research

keyword_difficulty

serp_overview

domain_overview

ranked_keywords

competitor_keywords

backlink_overview

referring_domains

link_gap

site_audit

chatgpt_answer

ai_search_volume

llm_citations

ai_mentions

ai_share_of_voice

gsc_performance

gsc_queries

gsc_pages

research_memory

pin_finding

get_project

set_project

Install

Remote endpoint

Related servers