Koskamo

Fourward MCP

An official MCP server by Fourward that provides AI visibility scoring and crawler accessibility checks for websites. It allows agents to run read-only audits on public pages, robots.txt, and sitemaps to determine how well a site is indexed by AI search engines like Google, ChatGPT, and Perplexity.

Visit Fourward

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Fourward MCP logo, by FourwardVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by Fourward
MCP endpoint (Streamable HTTP)
https://www.fourwardhq.com/mcp
Vendor documentation

What you can do with it

  • Score a website's AI search visibility out of 100
  • Identify which AI crawlers can access a homepage
  • Check robots.txt and firewall access for AI bots
  • Analyze llms.txt and sitemap configurations

Source and maintenance

Vendor evidenceRegistry 1.0.0
mcp-registry: com.fourwardhq/fourward@1.0.0Project website

Protocol and capabilities

Server
fourward 1.0.0
MCP protocol
2025-06-18
Tools
2 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Fourward's free tools check how ready a website is for AI search. Use check_ai_visibility for an overall score out of 100 across crawler access, homepage, structured data, entity and content signals. Use check_ai_crawlers to see which of 20 AI crawlers (ChatGPT, Claude, Perplexity, Gemini and others) a site's robots.txt and firewall let in. Pass a bare domain such as example.com. Results list problems and scores, not fixes. Both tools only read public pages and change nothing.

Tools

2 advertised

check_ai_visibility — AI visibility check
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Scores how well AI search engines (ChatGPT, Perplexity, Gemini, Google AI Overviews) can find, read and understand a website. Runs 30 checks in five groups: AI crawler access, what the homepage tells machines, structured data, entity and authority (Wikidata, Wikipedia, linked profiles) and AI-ready content (llms.txt, pricing, proof, docs, comparison pages). Returns a score out of 100, a grade, a score per group and every problem found, with the points it costs. Takes 10 to 30 seconds.

check_ai_visibility input schema
{
  "type": "object",
  "required": [
    "domain"
  ],
  "properties": {
    "domain": {
      "type": "string",
      "description": "The website to check, as a domain such as example.com. A full URL also works; only the hostname is used."
    }
  },
  "additionalProperties": false
}
check_ai_visibility annotations
{
  "title": "AI visibility check",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}
check_ai_crawlers — AI crawler checker
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

Shows which of 20 AI crawlers can read a website's homepage: AI search and answer bots (OAI-SearchBot, ChatGPT-User, Claude-SearchBot, PerplexityBot, Googlebot, Bingbot and more) and AI training bots (GPTBot, ClaudeBot, Google-Extended, CCBot and more). Applies the site's robots.txt rules per bot the way RFC 9309 and Google do, tests the firewall by fetching the homepage as a browser and as four AI bots, and reports llms.txt and sitemap lines. Takes about 10 seconds.

check_ai_crawlers input schema
{
  "type": "object",
  "required": [
    "domain"
  ],
  "properties": {
    "domain": {
      "type": "string",
      "description": "The website to check, as a domain such as example.com. A full URL also works; only the hostname is used."
    }
  },
  "additionalProperties": false
}
check_ai_crawlers annotations
{
  "title": "AI crawler checker",
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
381 ms
95th percentile latency
381 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 381 ms · metadata changed · 2 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http fourward-mcp https://www.fourwardhq.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add fourward-mcp --url https://www.fourwardhq.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable fourward-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "fourward-mcp": {
      "url": "https://www.fourwardhq.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "fourward-mcp": {
      "type": "streamableHttp",
      "url": "https://www.fourwardhq.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start fourward-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "fourward-mcp": {
      "type": "http",
      "url": "https://www.fourwardhq.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http fourward-mcp https://www.fourwardhq.com/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "fourward-mcp": {
      "url": "https://www.fourwardhq.com/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "fourward-mcp": {
      "serverUrl": "https://www.fourwardhq.com/mcp"
    }
  }
}

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