Schema | ai-visibility-mcp

ai-visibility-mcp

Describes the environment variables required to run the server.

Name	Required	Description	Default
`MAX_DAILY_USD`	No	USD ceiling per UTC day, persisted	5.00
`MAX_COST_PER_CALL`	No	USD ceiling per tool invocation	0.10
`OPENROUTER_API_KEY`	No	Required for OpenAI / Gemini / Claude via OpenRouter
`PERPLEXITY_API_KEY`	No	Required for Perplexity models in check_llm_mention
`LLM_MAX_OUTPUT_TOKENS`	No	Hard cap on output tokens per LLM call	1024
`AI_VISIBILITY_SPEND_FILE`	No	Override spend ledger location	~/.cache/ai-visibility-mcp/spend.json

Features and capabilities supported by this server

Capability	Details
`tools`	{ "listChanged": true }
`logging`	{}
`prompts`	{ "listChanged": false }
`resources`	{ "subscribe": false, "listChanged": false }
`extensions`	{ "io.modelcontextprotocol/ui": {} }
`experimental`	{}

Functions exposed to the LLM to take actions

Name	Description
check_ai_bot_accessA	Check whether AI bots can read this site. Fetches `/robots.txt` and the root URL. Reports per-bot allow/disallow plus Cloudflare AI-bot-default warning signals.
audit_ai_visibilityA	Composite AI-visibility audit for a domain. Combines `check_ai_bot_access` with homepage scrape: meta robots tags (incl. noai/noimageai), JSON-LD structured data, sitemap.xml, llms.txt. Produces a 0-100 score with explainable reasons.
check_llm_mentionA	Check whether `brand` surfaces in LLM answers to `query`. Fans out the same query to multiple LLMs (Perplexity sonar, OpenAI gpt-4o-mini, Gemini 2.0 Flash by default) and reports per-model mention + citations. Cost-capped via MAX_COST_PER_CALL env var.
compare_competitorsA	Side-by-side AI-visibility audit: your_domain vs competitors. Runs `audit_ai_visibility` in parallel for all domains and returns a ranked comparison (score, blocked bots, JSON-LD presence, llms.txt, sitemap size, Cloudflare challenge state).

Interactive templates invoked by user choice

Name	Description
No prompts

Contextual data attached and managed by the client

Name	Description
No resources

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