Citlyze MCP
以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →
Connect AI assistants to Citlyze, the AI search visibility platform. Ask questions like "how visible is my brand in AI answers this month?" or "which domains get cited for my tracked prompts?" and get answers straight from your workspace data.
The Citlyze MCP server is a hosted, read-only endpoint:
It speaks streamable HTTP and authenticates with a workspace API key sent as a bearer token. Create a key at app.citlyze.com/workspace-settings (requires a plan with API access).
Tools
| Tool | What it returns |
| --- | --- |
| get_workspace_overview | Workspace name, target brand, active prompt/location/engine counts, competitors, latest completed measurement window |
| list_prompts | Tracked prompts with text, intent, tier, and active state |
| list_measurement_windows | Tracking snapshots, newest first |
| get_visibility_overview | Headline AI visibility metrics per brand and engine |
| get_prompt_visibility | Per-engine and per-location metrics for one prompt |
| list_citations | Domains cited in AI answers, with counts and sample URLs |
| list_recommendations | Optimization recommendations, highest priority first |
| list_competitor_visibility | Your brand versus tracked competitors |
| list_crawler_events | Daily AI crawler visits (GPTBot, ClaudeBot, PerplexityBot, and more) |
Every tool is read-only. Nothing in your workspace can be modified through MCP.
Gemini CLI extension
This repository is a Gemini CLI extension. Install it with:
Then export your API key before starting Gemini CLI:
If your Gemini CLI version does not expand environment variables in extension headers, run gemini extensions edit citlyze and replace ${CITLYZE_API_KEY} with your key.
Other MCP clients
Setup guides for Claude Code, Claude Desktop, Cursor, Codex, Windsurf, JetBrains, and more are in the Citlyze MCP docs. The short version for any streamable-HTTP client:
For clients that only support stdio servers, bridge with mcp-remote:
Agent skills
Ready-made skills that use these MCP tools (visibility reports, citation gap analysis, prompt audits, action plans) plus a standalone AEO page audit live in Citlyze/citlyze-skills. They follow the open SKILL.md standard, so they work in Claude Code, Codex, Cursor, Gemini CLI, and any compatible agent.