ai-visibility-mcp
by d1fpc3
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| AIV_TIMEOUT_MS | No | Timeout per attempt in milliseconds. | 45000 |
| GEMINI_API_KEY | No | Enables Gemini. At least one engine API key must be set. | |
| GOOGLE_API_KEY | No | Alternative to GEMINI_API_KEY; enables Gemini. At least one engine API key must be set. | |
| OPENAI_API_KEY | No | Enables ChatGPT. At least one engine API key must be set. | |
| AIV_CONCURRENCY | No | Maximum number of engine calls in flight at once. | 4 |
| AIV_MAX_RETRIES | No | Number of retries on 429, 5xx, timeouts and network errors. | 2 |
| AIV_GEMINI_MODEL | No | Gemini model to use. | gemini-2.5-flash |
| AIV_OPENAI_MODEL | No | OpenAI model to use. | gpt-5-mini |
| AIV_MAX_QUESTIONS | No | Maximum number of questions per tool call. | 12 |
| ANTHROPIC_API_KEY | No | Enables Claude. At least one engine API key must be set. | |
| PERPLEXITY_API_KEY | No | Enables Perplexity, which returns cited sources. At least one engine API key must be set. | |
| AIV_ANTHROPIC_MODEL | No | Claude model to use. | claude-haiku-5-5 |
| AIV_PERPLEXITY_MODEL | No | Perplexity model to use. | sonar |
| AIV_CACHE_TTL_SECONDS | No | How long to reuse identical question answers, in seconds. | 600 |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
No tools | |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo issues