Agent MCP Server

Agent-first local SEO quality, intent and opportunity engine with CLI and optional MCP server.

Local serverstdioPython

What is the Agent MCP server?

If you already use Agent, the agent mcp server is the piece that lets your assistant work with it directly. Agent-first local SEO quality, intent and opportunity engine with CLI and optional MCP server.

What the server does

  • Classifies search intent: informational, navigational, transactional and commercial investigation
  • Scores markdown articles for agent-readable SEO gaps
  • Prioritizes GSC-style opportunities by impressions, position, CTR gap, conversions and commercial value
  • Exposes manifest, connection_status and privacy_audit surfaces before content tools
  • Runs locally by default with no required API keys

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

  • agent_seo_manifest — Install/runtime guidance for agent clients
  • agent_seo_connection_status — Local/offline readiness and optional integration status
  • agent_seo_privacy_audit — Draft, analytics and credential boundaries
  • agent_seo_detect_intent — Search intent classification
  • agent_seo_score_content — Markdown quality checks with exact recommendations
  • agent_seo_prioritize_opportunity — GSC-style opportunity scoring
  • agent_seo_check_image_alt — Image alt-attribute coverage audit for HTML

Installation

Installation goes through your MCP client rather than a global install: point it at agent-seo-engine on PyPI and it is fetched when the client starts. The copy-paste blocks for Claude Desktop, Claude Code and Cursor are further down this page.

Where it fits

Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Agent's toolset — agent_seo_manifest, agent_seo_connection_status, agent_seo_privacy_audit and 4 more — is a fair guide to whether it matches your workflow. It is maintained by davidmosiah; worth a glance at recent repository activity before you build anything load-bearing on it.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Worth knowing first

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
agent_seo_manifestInstall/runtime guidance for agent clients
agent_seo_connection_statusLocal/offline readiness and optional integration status
agent_seo_privacy_auditDraft, analytics and credential boundaries
agent_seo_detect_intentSearch intent classification
agent_seo_score_contentMarkdown quality checks with exact recommendations
agent_seo_prioritize_opportunityGSC-style opportunity scoring
agent_seo_check_image_altImage alt-attribute coverage audit for HTML

How to install the Agent MCP server

{
  "mcpServers": {
    "agent-seo-engine": {
      "command": "uvx",
      "args": ["agent-seo-engine"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Example prompts to try

  • Use Agent to agent seo manifest.
  • Use Agent to agent seo connection status.
  • Use Agent to agent seo privacy audit.

Frequently asked questions

It connects Agent to MCP-compatible AI assistants such as Claude and Cursor, exposing 7 tools (agent_seo_manifest, agent_seo_connection_status, agent_seo_privacy_audit, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Agent directly.