Agent Seo Engine

Name: Agent Seo Engine
Author: davidmosiah

@davidmosiah

Repository Homepage

About Agent Seo Engine

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

Basic information

Config

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

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

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

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.

Comments

More AI & Agents MCP servers

Just Prompt - A lightweight MCP server for LLM providers

disler

just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

733

Open Multi-Agent Canvas

CopilotKit

The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research

507

Perplexity Ask MCP Server

ppl-ai

The official MCP server implementation for the Perplexity API Platform

2.4K

MCP-NixOS - Because Your AI Assistant Shouldn't Hallucinate About Packages

utensils

MCP-NixOS - Model Context Protocol Server for NixOS resources

739

Model Context Protocol for Unreal Engine

chongdashu

Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

2.0K