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Agent Seo Engine

@davidmosiah

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About Agent Seo Engine

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

Config

Add this server to your MCP-compatible client using the configuration below.

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

Tools

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Overview

What is Agent Seo Engine?

Local-first SEO scoring, search-intent and opportunity engine for AI agents. It provides deterministic checks before agents rewrite, refresh, or publish content, and packages a local CLI with an optional MCP server for runtimes like Codex, Claude, and Cursor.

How to use Agent Seo Engine?

Install with pipx install agent-seo-engine (or pipx install "agent-seo-engine[mcp]" for MCP support). Use the CLI with commands like agent-seo-engine manifest, agent-seo-engine doctor, agent-seo-engine intent, agent-seo-engine score, and agent-seo-engine opportunity. For MCP, run agent-seo-mcp and configure the tool with the MCP server name agent_seo.

Key features of Agent Seo Engine

  • Classifies search intent (informational, navigational, transactional, commercial investigation)
  • Scores markdown articles for agent-readable SEO gaps
  • Prioritizes GSC-style opportunities by impressions, position, CTR, and commercial value
  • Runs locally by default with no required API keys
  • Exposes manifest, connection_status, and privacy_audit surfaces
  • Supports deterministic, repeatable checks for agent workflows

Use cases of Agent Seo Engine

  • Agents performing deterministic SEO checks before rewriting or refreshing content
  • Prioritizing content opportunities based on commercial value and performance gaps
  • Auditing image alt-attribute coverage in HTML pages
  • Classifying search intent for a given query to inform agent decisions

FAQ from Agent Seo Engine

What runtime does Agent Seo Engine require?

It requires Python 3.x and can be installed via pipx. It runs locally with no external API dependencies.

How is Agent Seo Engine different from other SEO tools?

It is agent-first, deterministic, and runs locally. It is built for the Model Context Protocol (MCP) and provides structured JSON output agents can consume directly.

Can I use Agent Seo Engine without the MCP server?

Yes. The CLI commands (e.g., agent-seo-engine score, agent-seo-engine intent) work independently without an MCP runtime.

Does Agent Seo Engine send data to external services?

No. By default, it runs locally and does not require any API keys. It performs privacy audits to confirm data boundaries.

What kind of output does Agent Seo Engine provide?

All CLI commands return structured JSON by default. Use --format markdown for human-readable output. MCP tools return structured results for agent consumption.

Frequently asked questions

What runtime does Agent Seo Engine require?

It requires Python 3.x and can be installed via pipx. It runs locally with no external API dependencies.

How is Agent Seo Engine different from other SEO tools?

It is agent-first, deterministic, and runs locally. It is built for the Model Context Protocol (MCP) and provides structured JSON output agents can consume directly.

Can I use Agent Seo Engine without the MCP server?

Yes. The CLI commands (e.g., `agent-seo-engine score`, `agent-seo-engine intent`) work independently without an MCP runtime.

Does Agent Seo Engine send data to external services?

No. By default, it runs locally and does not require any API keys. It performs privacy audits to confirm data boundaries.

What kind of output does Agent Seo Engine provide?

All CLI commands return structured JSON by default. Use `--format markdown` for human-readable output. MCP tools return structured results for agent consumption.

Comments

Basic information

Category

AI & Agents

License

MIT

Transports

stdio

Author

davidmosiah

Submitted by

David Batista

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